{"id":82,"date":"2024-10-10T09:58:24","date_gmt":"2024-10-10T09:58:24","guid":{"rendered":"http:\/\/10.10.16.37\/wordpress\/?page_id=82"},"modified":"2024-11-28T13:50:48","modified_gmt":"2024-11-28T13:50:48","slug":"home","status":"publish","type":"page","link":"https:\/\/mll.iiit.ac.in\/","title":{"rendered":"Home"},"content":{"rendered":"\n<figure class=\"wp-block-image alignwide size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"953\" src=\"https:\/\/mll.iiit.ac.in\/wp-content\/uploads\/2024\/11\/mll_iiith_cover.jpg\" alt=\"\" class=\"wp-image-707\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Machine Learning is a science that comprises algorithms to enable learning and decision making in machines. At MLL we focus on developing theory and further applications of such algorithms.<\/h4>\n\n\n\n<h2 class=\"wp-block-heading\">Research Areas<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Machine Learning: Robustness, Privacy, Fairness and Scalability, Learning Theory<\/li>\n\n\n\n<li>Reinforcement Learning, Online Learning, Self\/Semi Supervised Learning<\/li>\n\n\n\n<li>Multi-Agent Systems<\/li>\n\n\n\n<li>ML or Graphs<\/li>\n\n\n\n<li>Geometric Deep Learning, 3D Computer Vision<\/li>\n\n\n\n<li>Game Theory and Mechanism Design<\/li>\n\n\n\n<li>Blockchains and Distributing Trust<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Lab Achievements<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Multiple papers in prestigious conferences \/Journals like AAAI, IJCAI, AAMAS, PAKDD, ICBC, EACL, IJCNN, PRICAI, JAMMAS, etc. in 2023. (10+ A* papers, 30+ reputed publication in a year)<\/li>\n\n\n\n<li>PowerTAC Winner: MLL (IIITH-TCS Team) 2022,2021, (runner-up 2018)<\/li>\n\n\n\n<li>Best Paper Awards HCII\u201923, PRICAI\u201922 (runner up), DAI\u201921, CODSCOMA\u201920 (runner-up)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Industry Collaborations<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Xtraliving: Human Pose Estimation in Fitness<\/li>\n\n\n\n<li>Fujitsu Research: Domain Adaptation for 3D Point Clouds<\/li>\n\n\n\n<li>MEITY: Unified Blockchain Framework<\/li>\n\n\n\n<li>CognitiveScale: Explainable and Robust Al<\/li>\n\n\n\n<li>JPMC: Private Federated Learning<\/li>\n\n\n\n<li>BEL: Game Theory and Multi Agent Systems<\/li>\n\n\n\n<li>KoinEarth: Mechanism Design for Blockchains<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning is a science that comprises algorithms to enable learning and decision making in machines. At MLL we focus [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-82","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/82","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/comments?post=82"}],"version-history":[{"count":13,"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/82\/revisions"}],"predecessor-version":[{"id":1141,"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/82\/revisions\/1141"}],"wp:attachment":[{"href":"https:\/\/mll.iiit.ac.in\/index.php\/wp-json\/wp\/v2\/media?parent=82"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}