{"id":18989,"date":"2022-06-30T12:49:14","date_gmt":"2022-06-30T10:49:14","guid":{"rendered":"https:\/\/kinit.sk\/how-to-find-parameters-for-supervised-learning\/"},"modified":"2022-06-30T12:55:10","modified_gmt":"2022-06-30T10:55:10","slug":"ako-najst-parametre-pre-strojove-ucenie-s-ucitelom","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\/","title":{"rendered":"Ako n\u00e1js\u0165 parametre pre strojov\u00e9 u\u010denie s u\u010dite\u013eom?"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>V t\u00fd\u017edni od 20. do 24. j\u00fana 2022 mali bratislavsk\u00ed nad\u0161enci umelej inteligencie dve pr\u00edle\u017eitosti stretn\u00fa\u0165 sa s <a href=\"https:\/\/richtarik.org\/i_bio.html\" target=\"_blank\" rel=\"noreferrer noopener\">profesorom Petrom Richt\u00e1rikom<\/a>, uzn\u00e1van\u00fdm odborn\u00edkom na strojov\u00e9 u\u010denie. Na <a href=\"https:\/\/betteraimeetup.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Better_AI Meetupe<\/a> a tie\u017e na t\u00fd\u017ed\u0148ovom kurze na Fakulte matematiky, fyziky a informatiky UK (FMFI UK).\u00a0<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Profesor <a href=\"https:\/\/richtarik.org\/i_bio.html\" target=\"_blank\" rel=\"noreferrer noopener\">Peter Richt\u00e1rik<\/a> z <a href=\"https:\/\/www.kaust.edu.sa\/en\" target=\"_blank\" rel=\"noreferrer noopener\">KAUST<\/a> je <a href=\"https:\/\/kinit.sk\/education-training\/doctoral-studies\/\">jedn\u00fdm z na\u0161ich extern\u00fdch mentorov<\/a>. Na svojej <a href=\"https:\/\/www.linkedin.com\/posts\/richtarik_this-week-our-phd-students-have-the-unique-activity-6945328134065958912-oHJz?utm_source=linkedin_share&amp;utm_medium=member_desktop_web\" target=\"_blank\" rel=\"noreferrer noopener\">alma mater<\/a> FMFI UK usporiadal \u0161peci\u00e1lny kurz na t\u00fato t\u00e9mu. Kurz mal n\u00e1zov &#8222;\u00davod do met\u00f3d stochastick\u00e9ho gradientn\u00e9ho zostupu&#8220; a niektor\u00ed na\u0161i kolegovia mali mo\u017enos\u0165 ponori\u0165 sa do tejto problematiky.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Jednou z podkateg\u00f3ri\u00ed strojov\u00e9ho u\u010denia je <strong>strojov\u00e9 u\u010denie s u\u010dite\u013eom<\/strong>, kde sa parametre modelov u\u010dia pomocou s\u00faborov d\u00e1t, ktor\u00e9 obsahuj\u00fa v\u00fdstupy pre ka\u017ed\u00e9 pozorovania. Toto u\u010denie prebieha postupnou zmenou parametrov modelu tak, aby rozdiel medzi predpovedan\u00fdm a skuto\u010dn\u00fdm pravdiv\u00fdm v\u00fdsledkom bol \u010do najmen\u0161\u00ed. <strong>Modern\u00e9 modely strojov\u00e9ho u\u010denia s u\u010dite\u013eom v\u0161ak maj\u00fa mili\u00f3ny parametrov. Preto je d\u00f4le\u017eit\u00e9, ale ve\u013emi komplikovan\u00e9, n\u00e1js\u0165 parametre \u010do najr\u00fdchlej\u0161ie a najpresnej\u0161ie<\/strong>.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" data-src=\"https:\/\/lh4.googleusercontent.com\/FrYeMdgh3lxR0PQwtTSbP4IT3IR96_klLebC3CZ7WqFPIYLSlUystt6djLHDBcByzYZIYCTsaFZc9Fd2la-7mW7cYT5OT6ziwnhR4hnBQCTEB7i8UFBl5O3whivAyL_rrwQjKwSQw7hq1puRug\" alt=\"\" width=\"800\" height=\"600\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/600;\" \/><\/figure>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Stochastick\u00fd gradientn\u00fd zostup alebo jeho vari\u00e1cie s\u00fa v s\u00fa\u010dasnosti \u0165a\u017en\u00fdm ko\u0148om v oblasti tr\u00e9novania strojov\u00e9ho u\u010denia pod doh\u013eadom. T\u00e1to oblas\u0165 sa v\u0161ak za posledn\u00fdch desa\u0165 rokov roz\u0161\u00edrila a st\u00e1le sa roz\u0161iruje, \u010do odborn\u00edkom z praxe s\u0165a\u017euje jej pochopenie.\u00a0<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Tento kurz bol matematick\u00fdm \u00favodom do najnov\u0161\u00edch poznatkov a v\u00fdsledkov z tejto oblasti. <strong>Cie\u013eom bolo pochopi\u0165 rozdiely medzi k\u013e\u00fa\u010dov\u00fdmi variantmi stochastick\u00e9ho gradientn\u00e9ho zostupu a ich konvergenciu a komplexitu.<\/strong>&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Te\u00f3ria odhalila zauj\u00edmav\u00e9 vz\u0165ahy medzi met\u00f3dami a pon\u00fakla vysvetlenia, pre\u010do v praxi pre konkr\u00e9tny probl\u00e9m niektor\u00e9 met\u00f3dy funguj\u00fa lep\u0161ie ako in\u00e9. Taktie\u017e matematika stojaca za optimaliz\u00e1ciou bola podnetn\u00e1 pre \u013eud\u00ed, ktor\u00ed prim\u00e1rne pracuj\u00fa v in\u00fdch oblastiach umelej inteligencie. Napr\u00edklad v meta-learningu, ke\u010f\u017ee optimaliz\u00e1cia je z\u00e1kladnou s\u00fa\u010das\u0165ou jedn\u00e9ho zo smerov meta-learningu.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Ke\u010f\u017ee profesor Peter Richt\u00e1rik patr\u00ed k najlep\u0161\u00edm v\u00fdskumn\u00edkom v tejto oblasti, z\u00fa\u010dastni\u0165 sa kurzu bola pre n\u00e1s jedine\u010dn\u00e1 pr\u00edle\u017eitos\u0165. Sme ve\u013emi radi, \u017ee sme mali mo\u017enos\u0165 dozvedie\u0165 sa nie\u010do nov\u00e9, diskutova\u0165 a in\u0161pirova\u0165 sa nielen v oblasti met\u00f3d stochastick\u00e9ho postupn\u00e9ho zostupu, ale aj v aktu\u00e1lnom v\u00fdskume v oblasti strojov\u00e9ho u\u010denia a umelej inteligencie v\u0161eobecne.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" data-src=\"https:\/\/lh5.googleusercontent.com\/Xpe0ZzVjU3sDJ4oCIqWn97535dyKLF7_B-6KSI4eOWKkUkve4vffQZ3D252ZDHaTjCYg17Hzoc9nuwY2u1RL-MJR4t7Hx5gNuHwpuSLCatSqmNcIirBSx-4o4en_NUmxqX1ZSSABz5SSDMKBWA\" alt=\"\" width=\"760\" height=\"573\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 760px; --smush-placeholder-aspect-ratio: 760\/573;\" \/><\/figure>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Ak by ste tie\u017e chceli za\u017ei\u0165 predn\u00e1\u0161ku <a href=\"https:\/\/www.linkedin.com\/in\/ACoAAADtmzsBN3wQXMISYiLtmsGuzZ9swIHrbwk\" target=\"_blank\" rel=\"noreferrer noopener\">Petra Richt\u00e1rika<\/a>, m\u00f4\u017eete si pozrie\u0165 z\u00e1znam z posledn\u00e9ho <a href=\"https:\/\/betteraimeetup.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Better AI Meetupu<\/a> na t\u00e9mu federat\u00edvneho u\u010denia:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-embed wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Vol. 4: The role of local training in federated learning\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube.com\/embed\/yIF_l2g8rGY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe>\n<\/div><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>V t\u00fd\u017edni od 20. do 24. j\u00fana 2022 mali bratislavsk\u00ed nad\u0161enci umelej inteligencie dve pr\u00edle\u017eitosti stretn\u00fa\u0165 sa s profesorom Petrom Richt\u00e1rikom, uzn\u00e1van\u00fdm odborn\u00edkom na strojov\u00e9 u\u010denie. Na Better_AI Meetupe a&#8230;<\/p>\n","protected":false},"author":26,"featured_media":18983,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[67,83,349],"tags":[116,374,402],"class_list":["post-18989","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-sk","category-news-sk","category-2022-sk","tag-phd-sk","tag-phd-at-kinit-sk","tag-machine-learning-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ako n\u00e1js\u0165 parametre pre strojov\u00e9 u\u010denie s u\u010dite\u013eom? - KInIT<\/title>\n<meta name=\"description\" content=\"Profesor Peter Richt\u00e1rik z KAUST je jedn\u00fdm z na\u0161ich extern\u00fdch mentorov. Na svojej alma mater FMFI UK usporiadal \u0161peci\u00e1lny kurz na t\u00fato t\u00e9mu. Kurz mal n\u00e1zov &quot;\u00davod do met\u00f3d stochastick\u00e9ho gradientn\u00e9ho zostupu&quot; a niektor\u00ed na\u0161i kolegovia mali mo\u017enos\u0165 ponori\u0165 sa do tejto problematiky.\" \/>\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\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ako n\u00e1js\u0165 parametre pre strojov\u00e9 u\u010denie s u\u010dite\u013eom? - KInIT\" \/>\n<meta property=\"og:description\" content=\"Profesor Peter Richt\u00e1rik z KAUST je jedn\u00fdm z na\u0161ich extern\u00fdch mentorov. Na svojej alma mater FMFI UK usporiadal \u0161peci\u00e1lny kurz na t\u00fato t\u00e9mu. Kurz mal n\u00e1zov &quot;\u00davod do met\u00f3d stochastick\u00e9ho gradientn\u00e9ho zostupu&quot; a niektor\u00ed na\u0161i kolegovia mali mo\u017enos\u0165 ponori\u0165 sa do tejto problematiky.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2022-06-30T10:49:14+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-30T10:55:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/06\/202206_web_news_richtarik_WEB.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"785\" \/>\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=\"2 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"Ako n\u00e1js\u0165 parametre pre strojov\u00e9 u\u010denie s u\u010dite\u013eom?\",\"datePublished\":\"2022-06-30T10:49:14+00:00\",\"dateModified\":\"2022-06-30T10:55:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/\"},\"wordCount\":496,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/202206_web_news_richtarik_WEB.jpg\",\"keywords\":[\"PhD\",\"PhD at KInIT\",\"machine learning\"],\"articleSection\":[\"Uncategorized @sk\",\"News\",\"2022\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/\",\"name\":\"Ako n\u00e1js\u0165 parametre pre strojov\u00e9 u\u010denie s u\u010dite\u013eom? - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/ako-najst-parametre-pre-strojove-ucenie-s-ucitelom\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2022\\\/06\\\/202206_web_news_richtarik_WEB.jpg\",\"datePublished\":\"2022-06-30T10:49:14+00:00\",\"dateModified\":\"2022-06-30T10:55:10+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"Profesor Peter Richt\u00e1rik z KAUST je jedn\u00fdm z na\u0161ich extern\u00fdch mentorov. 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