{"id":30670,"date":"2024-01-11T13:00:25","date_gmt":"2024-01-11T12:00:25","guid":{"rendered":"https:\/\/kinit.sk\/phd-themes-2024-advanced-topics-in-machine-learning\/"},"modified":"2024-01-15T14:15:23","modified_gmt":"2024-01-15T13:15:23","slug":"phd-temy-2024-pokrocile-temy-strojoveho-ucenia","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\/","title":{"rendered":"PhD T\u00e9my 2024: Pokro\u010dil\u00e9 t\u00e9my strojov\u00e9ho u\u010denia"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p><strong>\u0160kolite\u013e:<\/strong> <a href=\"https:\/\/kinit.sk\/member\/maria-bielikova\/\">M\u00e1ria Bielikov\u00e1<\/a> (UPGM \u00dastav po\u010d\u00edta\u010dov\u00e9 grafiky a multim\u00e9di\u00ed)<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Strojov\u00e9 u\u010denie je v centre v\u00fdskumu v oblasti umelej inteligencie. T\u00e9mam spojen\u00fdm so strojov\u00fdm u\u010den\u00edm sa venuje mno\u017estvo v\u00fdskumn\u00edkov v akademickom svete a aj v biznise v&nbsp; prest\u00ed\u017enych vedeck\u00fdch pracovisk\u00e1ch. Rie\u0161enia vedeck\u00fdch v\u00fdziev sa ve\u013emi r\u00fdchlo dost\u00e1vaj\u00fa do praxe. Oblas\u0165 je ve\u013emi dynamick\u00e1.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>T\u00e9my v tejto dom\u00e9ne definuj\u00fa v\u00fdznamn\u00e9 vedeck\u00e9 konferencie, na ktor\u00fdch sa stret\u00e1vaj\u00fa v\u00fdskumn\u00edci z cel\u00e9ho sveta (rank A*) ako napr\u00edklad ICML (International Conference on Machine Learning), NeurIPS (Advances in Neural Information Processing Systems), IJCAI (International Joint Conference on AI), COLT (Conference on Learning Theory). T\u00e9my a ich \u0161pecializ\u00e1ciu bud\u00fa vies\u0165 extern\u00ed mentori.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Zauj\u00edmav\u00e9 v\u00fdskumn\u00e9 v\u00fdzvy zah\u0155\u0148aj\u00fa t\u00e9my (ale sa neobmedzuj\u00fa takto):&nbsp;&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>General Machine Learning (e.g., active learning, clustering, online learning, ranking, reinforcement learning, semi-supervised learning, unsupervised learning)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Deep Learning (e.g., architectures, generative models, deep reinforcement learning)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Learning Theory (e.g., bandits, statistical learning theory)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Optimization (e.g., matrix\/tensor methods, sparsity)<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Trustworthy Machine Learning (e.g., fairness, robustness)<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Existuje ve\u013ea aplika\u010dn\u00fdch dom\u00e9n, kde sa pokro\u010dil\u00e9 met\u00f3dy strojov\u00e9ho u\u010denia daj\u00fa vyu\u017ei\u0165.&nbsp;<br>V\u00fdskum bude doktorand vykon\u00e1va\u0165 v r\u00e1mci Kempelenovho in\u0161tit\u00fatu inteligentn\u00fdch technol\u00f3gi\u00ed (KInIT, <a href=\"https:\/\/kinit.sk\/\">https:\/\/kinit.sk<\/a>) v Bratislave pod veden\u00edm v\u00fdskumn\u00edkov zo svetovo uzn\u00e1van\u00fdch v\u00fdskumn\u00fdch skup\u00edn. Predpoklad\u00e1 sa kombinovan\u00e1 (extern\u00e1) forma \u0161t\u00fadia a pracovn\u00fd pomer na pln\u00fd \u00fav\u00e4zok v KInIT.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/education-training\/doctoral-studies\/phd-kinit-expression-of-interest-form\/\"><em>Apply now<\/em><\/a><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/education-training\/doctoral-studies\/\"><em>Learn more about PhD at KInIT<\/em><\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"supervising-team\" class=\"element acf-mentors-popup\">\n<section id=\"supervising-team\" class=\"block-mentors mentors-popup \" >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>T\u00edm \u0161kolite\u013eov<\/h2><\/div>                    <div class=\"mentors-wrap\">\n                        \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/Maria_Bielikova-2-e1781691762706-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">M\u00e1ria Bielikov\u00e1<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Lead researcher, KInIT<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/Maria_Bielikova-2-e1781691762706-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">M\u00e1ria Bielikov\u00e1<\/span>                                                <span class=\"position\">Lead researcher, KInIT<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>M\u00e1ria Bielikov\u00e1 is an expert researcher at KInIT. She focuses on human-computer interaction analysis, user modeling and personalization. Recently, she has been working in data analysis and modeling of antisocial behavior on the Web. She is active in discussions on trustworthy AI at the national and European levels. Maria has supervised 20 successful doctoral graduates to date. She co-authored 70+ journal publications, 250+ conference papers, received 6,700+ citations (Google Scholar h-index 37), and serves on the editorial board of two CC journals. She has been the principal investigator in 40+ research projects.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/o-nas\/maria-bielikova-2\/\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/jkosecka-headshot2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Jana Kosecka<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Professor, George Mason University, USA<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/jkosecka-headshot2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Jana Kosecka<\/span>                                                <span class=\"position\">Professor, George Mason University, USA<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Jana Kosecka is a Professor at the George Mason University. She is interested in computational models of vision systems, acquisition of static and dynamic models of environments by means of visual sensing, high-level semantic scene understanding and human-computer interaction. She held visiting positions at UC Berkeley, Stanford University, Google and Nokia Research, and served as Program chair, Area chair or senior member of editorial board for&nbsp; leading conferences in the field CVPR, ICCV, ICRA.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Jana is currently mentor of our PhD student: <a href=\"https:\/\/kinit.sk\/member\/ivana-benova\/\">Ivana Be\u0148ov\u00e1<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=sQ6l4sMAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 52 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-jana-kosecka-kinit-external-mentor\/\">Meet Jana Kosecka<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cs.gmu.edu\/~kosecka\/\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/Brano_kveton_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Branislav Kveton<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Principal Scientist, Adobe Research, USA<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/Brano_kveton_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Branislav Kveton<\/span>                                                <span class=\"position\">Principal Scientist, Adobe Research, USA<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Branislav Kveton is a Principal Scientist at Adobe research. He proposes, analyzes, and applies algorithms that learn incrementally, run in real time, and converge to near-optimal solutions as they learn. He made several fundamental contributions to the field of multi-armed bandits. His earlier work focused on structured bandit problems with graphs, submodularity, and low-rank matrices, and ranked lists. His recent work focuses on making bandit algorithms practical<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=CZaDvPgAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 45 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-branislav-kveton-kinit-external-mentor\/\">Meet Branislav Kveton<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/bkveton.com\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/Peter-Richtarik-Photo_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Peter Richt\u00e1rik<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Professor, King Abdullah University of Science and Technology, Saudi Arabia<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/Peter-Richtarik-Photo_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Peter Richt\u00e1rik<\/span>                                                <span class=\"position\">Professor, King Abdullah University of Science and Technology, Saudi Arabia<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Peter Richt\u00e1rik is a Professor of Computer Science &amp; Mathematics at KAUST. He is one of the founders and a Fellow of the Alan Turing Institute. Through his work on randomized and distributed optimization algorithms, he has contributed to the foundations of machine learning and federated learning. He serves as an Area Chair of leading machine learning conferences, including NeurIPS, ICML and ICLR.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=pGh242UAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 76 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-peter-richtarik-kinit-external-mentor\/\">Meet Peter Richtarik<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/richtarik.org\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/takac_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Martin Tak\u00e1\u010d<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Associate Professor, Mohamed Bin Zayed University of Artificial Intelligence, United Arab Emirates<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/takac_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Martin Tak\u00e1\u010d<\/span>                                                <span class=\"position\">Associate Professor, Mohamed Bin Zayed University of Artificial Intelligence, United Arab Emirates<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Martin Tak\u00e1\u010d is an Associate Professor and Deputy Department Chair of Machine Learning Department at MBZUAI, where he is a core faculty at the Optimization &amp; Machine Learning Lab. His current research interests include the design and analysis of algorithms for machine learning, applications of ML, optimization, HPC. He serves as an Area Chair of ML conferences such as AISTATS, ICML, and NeurIPS.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=qKQD-2cAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 40 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-martin-takac-kinit-external-mentor\/\">Meet Martin Tak\u00e1\u010d<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/mtakac.com\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/tino_2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Peter Tino<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Professor, University of Birmingham, UK<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/tino_2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Peter Tino<\/span>                                                <span class=\"position\">Professor, University of Birmingham, UK<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Peter Tino&nbsp;is a Professor at the School of Computer Science, University of Birmingham, UK. He is interested in the interplay between mathematical modelling and machine learning (dynamical systems, probabilistic modelling, statistical pattern recognition, natural computation). Peter is interested in both foundational aspects and applications in interdisciplinary contexts (e.g. astrophysics, biomedical sciences, cognitive neuroscience). <\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>He is a Fellow of the Alan Turing Institute and has served on editorial boards of leading journals such as IEEE TNNLS, IEEE TCYB, Neural Networks and Scientific Reports.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=jntY1osAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 49 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-peter-tino-kinit-external-mentor\/\">Meet Peter Tino<\/a> <\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.cs.bham.ac.uk\/~pxt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/01\/MicrosoftTeams-image-5.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 183px; --smush-placeholder-aspect-ratio: 183\/247;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Peter Dolog<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Associate Professor, Aalborg University, Denmark<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/01\/MicrosoftTeams-image-5.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 183px; --smush-placeholder-aspect-ratio: 183\/247;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Peter Dolog<\/span>                                                <span class=\"position\">Associate Professor, Aalborg University, Denmark<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Peter Dolog is an Associate Professor at the Department of Computer Science, Aalborg University, Denmark. His current research interests include machine learning and data mining in the areas of user behavior analysis and prediction, recommender systems, preference learning, and personalization. Peter is a senior member of ACM, served as a senior program commitee member of AI related conferences as well as a general chair of UMAP, HT and Web Engineering conferences. <\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=gCafUI0AAAAJ\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 33 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-peter-dolog-kinit-external-mentor\/\">Meet Peter Dolog<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/peterdolog.wordpress.com\/\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t                    <\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0160kolite\u013e: M\u00e1ria Bielikov\u00e1 (UPGM \u00dastav po\u010d\u00edta\u010dov\u00e9 grafiky a multim\u00e9di\u00ed) Strojov\u00e9 u\u010denie je v centre v\u00fdskumu v oblasti umelej inteligencie. T\u00e9mam spojen\u00fdm so strojov\u00fdm u\u010den\u00edm sa venuje mno\u017estvo v\u00fdskumn\u00edkov v akademickom&#8230;<\/p>\n","protected":false},"author":26,"featured_media":30625,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[67],"tags":[116,374],"class_list":["post-30670","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-sk","tag-phd-sk","tag-phd-at-kinit-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PhD T\u00e9my 2024: Pokro\u010dil\u00e9 t\u00e9my strojov\u00e9ho u\u010denia - KInIT<\/title>\n<meta name=\"description\" content=\"Strojov\u00e9 u\u010denie je v centre v\u00fdskumu v oblasti umelej inteligencie. T\u00e9mam spojen\u00fdm so strojov\u00fdm u\u010den\u00edm sa venuje mno\u017estvo v\u00fdskumn\u00edkov v akademickom svete a aj v biznise v\u00a0 prest\u00ed\u017enych vedeck\u00fdch pracovisk\u00e1ch. Rie\u0161enia vedeck\u00fdch v\u00fdziev sa ve\u013emi r\u00fdchlo dost\u00e1vaj\u00fa do praxe. Oblas\u0165 je ve\u013emi dynamick\u00e1.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PhD T\u00e9my 2024: Pokro\u010dil\u00e9 t\u00e9my strojov\u00e9ho u\u010denia - KInIT\" \/>\n<meta property=\"og:description\" content=\"Strojov\u00e9 u\u010denie je v centre v\u00fdskumu v oblasti umelej inteligencie. T\u00e9mam spojen\u00fdm so strojov\u00fdm u\u010den\u00edm sa venuje mno\u017estvo v\u00fdskumn\u00edkov v akademickom svete a aj v biznise v\u00a0 prest\u00ed\u017enych vedeck\u00fdch pracovisk\u00e1ch. Rie\u0161enia vedeck\u00fdch v\u00fdziev sa ve\u013emi r\u00fdchlo dost\u00e1vaj\u00fa do praxe. Oblas\u0165 je ve\u013emi dynamick\u00e1.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-11T12:00:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-15T13:15:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1093\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marianna Palkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marianna Palkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 min\u00fata\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"PhD T\u00e9my 2024: Pokro\u010dil\u00e9 t\u00e9my strojov\u00e9ho u\u010denia\",\"datePublished\":\"2024-01-11T12:00:25+00:00\",\"dateModified\":\"2024-01-15T13:15:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/\"},\"wordCount\":302,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"keywords\":[\"PhD\",\"PhD at KInIT\"],\"articleSection\":[\"Uncategorized @sk\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/\",\"name\":\"PhD T\u00e9my 2024: Pokro\u010dil\u00e9 t\u00e9my strojov\u00e9ho u\u010denia - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-pokrocile-temy-strojoveho-ucenia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"datePublished\":\"2024-01-11T12:00:25+00:00\",\"dateModified\":\"2024-01-15T13:15:23+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"Strojov\u00e9 u\u010denie je v centre v\u00fdskumu v oblasti umelej inteligencie. 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