{"id":656,"date":"2018-05-14T09:59:31","date_gmt":"2018-05-14T13:59:31","guid":{"rendered":"https:\/\/events.mcs.cmu.edu\/mlse\/?page_id=656"},"modified":"2018-06-05T09:08:04","modified_gmt":"2018-06-05T13:08:04","slug":"electrical-and-computer-engineering-program","status":"publish","type":"page","link":"https:\/\/events.mcs.cmu.edu\/mlse\/electrical-and-computer-engineering-program\/","title":{"rendered":"Electrical and Computer Engineering Program"},"content":{"rendered":"<div id=\"pl-656\" class=\"panel-layout\">\n<div id=\"pg-656-0\" class=\"panel-grid panel-no-style\">\n<div id=\"pgc-656-0-0\" class=\"panel-grid-cell\">\n<div id=\"panel-656-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\">\n<div class=\"so-widget-sow-editor so-widget-sow-editor-base\">\n<div class=\"siteorigin-widget-tinymce textwidget\">\n<h2>June 7th<\/h2>\n<ul>\n<li>Session title &#8211; New Computational Platforms for Learning<\/li>\n<li>9:00-9:40 &#8211; Tushar Krishna (Georgia Tech) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Abstract_TusharKrishna.pdf\">An Open Source Framework for Generating Modular DNN Accelerators supporting Flexible Dataflow<\/a>\u201d<\/li>\n<li>9:40-10:20 &#8211; Saibal Mukhopadhyay (Georgia Tech) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/MLSE-abstract-mukhopadhyay-learning.docx\">Energy-efficient Machine Learning at the Edge: A Hardware Perspective<\/a> \u201d<\/li>\n<li>break<\/li>\n<li>11:00-11:40 &#8211; Ryan Kim (CMU) = &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/MLSE_Abstract_V1.docx\">Machine Learning-Inspired Manycore Chip Design: Interconnect Architecture to Power Management<\/a>&#8220;<\/li>\n<li>11:40-12:20 &#8211; Diana Marculescu (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/04\/MLSE-abstract-Diana-Marculescu.pdf\">Hardware\u2010Aware Machine Learning: Modeling and Optimization<\/a>\u201d<\/li>\n<li>12:30-1:30 &#8211; lunch\/posters<\/li>\n<li>1:30-2:30 &#8211; plenary<\/li>\n<li>Session title &#8211; Machine Learning for Autonomy and Robotics<\/li>\n<li>2:30-3:10 &#8211; Byron Boots (Georgia Tech) = <a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/boots.docx\">&#8220;Learning Perception and Control for Agile Off-Road Autonomous Driving&#8221;<\/a><\/li>\n<li>3:10-3:50 &#8211; David Held (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-David-Held.docx\">Robot Learning through Motion and Interaction<\/a>\u201d<\/li>\n<li>break<\/li>\n<li>4:30-5:10 &#8211; Zsolt Kira (Georgia Tech) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Kira_CMUGTML_Abstract\">Towards Goal-Directed and Lifelong Learning for Robot Perception<\/a>\u201d<\/li>\n<li>5:10-5:50 &#8211; Lujo Bauer (CMU) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/2018-04-MLSE-abstract-bauer.docx\"><span>Physical-world attacks on ML +<\/span><\/a>&#8220;<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"pgc-656-0-1\" class=\"panel-grid-cell\">\n<div id=\"panel-656-0-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\">\n<div class=\"so-widget-sow-editor so-widget-sow-editor-base\">\n<div class=\"siteorigin-widget-tinymce textwidget\">\n<h2>June 7th<\/h2>\n<ul><\/ul>\n<ul>\n<li>Session title &#8211; ML for IoT, Healthcare, and Sustainability<\/li>\n<li>9:00-9:40 &#8211; Marilyn Wolf (Georgia Tech) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/cmu-mlse-2018.docx\">Caring Analytics for Long-Term Care of People with Special Needs<\/a>&#8220;<\/li>\n<li>9:40-10:20 &#8211; Niraj Jha (Princeton ) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/CMU_18_Abstract.docx\">Smart Healthcare<\/a>\u201d<\/li>\n<li>break<\/li>\n<li>11:00-11:40 &#8211; Tarek Abdelzaher (UIUC) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/tarek.docx\"><span>Deep Learning Solutions for IoT Systems<\/span><\/a>&#8220;<\/li>\n<li>11:40-12:20 -Radu Marculescu (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/Radu_abstract_MLSE-v1.docx\">Social Sensing<\/a>\u201d<\/li>\n<li>12:30-1:30 &#8211; lunch\/posters<\/li>\n<li>1:30-2:30 &#8211; plenary<\/li>\n<li>Session title &#8211; Machine Learning in Social Media\/Networks<\/li>\n<li>2:30-3:10 -Negar Kiyavash (UIUC) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/abstractNK.docx\">TBA<\/a>&#8220;<\/li>\n<li>3:10-3:50 -Kathleen Carley (CMU) &#8211; <a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/ml-Abstract-Kathleen-M.-Carley.pdf\">Bots\u00a0Brokering\u00a0Beliefs\u00a0and\u00a0Business <\/a><\/li>\n<li>break<\/li>\n<li>4:30-5:10 -Giulia Fanti (CMU) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/giulia.docxhttps:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/giulia.docx\">Anonymity in Bitcoin&#8217;s Peer-to-Peer Network<\/a>&#8220;<\/li>\n<li>5:10-5:50 -Siheng Shen (Uber) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/siheng.docx\">Data science with graphs: A signal processing perspective<\/a>&#8220;<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"pg-656-1\" class=\"panel-grid panel-no-style\">\n<div id=\"pgc-656-1-0\" class=\"panel-grid-cell\">\n<div id=\"panel-656-1-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\">\n<div class=\"so-widget-sow-editor so-widget-sow-editor-base\">\n<div class=\"siteorigin-widget-tinymce textwidget\">\n<h3 style=\"text-align: center\">Posters<\/h3>\n<p>Mark Blanco (CMU) &#8211; &#8220;<span><a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/CMU_ML_Conf_Poster_Abstract_S18.pdf\">Reinforcement Learning for Thermal and Power Management in Mobile Multicore Systems<\/a>&#8220;<\/span><\/p>\n<p>Ermao Cai (CMU) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/ECE-Cai.pdf\">Learning-based Power and Runtime Modeling for Convolutional Neural Networks<\/a>&#8221;<\/p>\n<p>Zhuo Chen (CMU) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/06\/ECE-Chen.pdf\">Distributed Reinforcement Learning for Power Limited Many-core System Performance Optimization<\/a>&#8221;<\/p>\n<p><span>Sanghamitra Dutta (CMU), Haewon Jeong (CMU) &#8212; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/MLSE-abstract-hw.docx\">Reliable Machine Learning Using Unreliable Components: From Matrix Operations to Neural Networks&#8221;<\/a><\/span><\/p>\n<p>Jeong Haewon (CMU) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/04\/haewong-jeong.pdf\"><span>Reliable Machine Learning Using Unreliable Components:\u00a0<\/span><\/a><span><a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/04\/haewong-jeong.pdf\">From Matrix Operations to Neural Networks<\/a>&#8220;<\/span><\/p>\n<p>Ke-Jou Hsu (Georgia Institute of Technology) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/ECE-Hsu.pdf\">Fast Video Processing on Distributed Edge with Machine Learning Application<\/a>&#8221;<\/p>\n<p>Arun Rajagopalan (Illinois Institute) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/ON-THE-IMPROVED-ESTIMATION-OF-LIVING-SPACE-OCCUPANCY-USING-HUMAN-POSES-INFERRED-WITH-COMPUTER-VISION-AND-DEEP-LEARNING-TO-AUTOMATE-COMFORT-CONTROLS-.pdf\"><span>On the Improved Estimation of Living Space Occupancy using Human Poses Inferred with Computer Vision and Deep Learning to Automate Comfort Controls<\/span><\/a>&#8221;<\/p>\n<p><span>Yanqing Zhang (Georgia State University)<\/span> &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/05\/MLSE_TUSHARA-final-submission.pdf\"><span>Online Mental Illness Detection Based on Continual Tweets Using Decision Trees<\/span><\/a>&#8221;<\/p>\n<p>&nbsp;<\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>June 7th Session title &#8211; New Computational Platforms for Learning 9:00-9:40 &#8211; Tushar Krishna (Georgia Tech) \u2013 \u201cAn Open Source Framework for Generating Modular DNN Accelerators supporting Flexible Dataflow\u201d 9:40-10:20 &#8211; Saibal Mukhopadhyay (Georgia Tech) \u2013 \u201cEnergy-efficient Machine Learning at the Edge: A Hardware Perspective \u201d break 11:00-11:40 &#8211; Ryan [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-fullwidth.php","meta":{"footnotes":""},"class_list":["post-656","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P9mDlk-aA","_links":{"self":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/comments?post=656"}],"version-history":[{"count":66,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/656\/revisions"}],"predecessor-version":[{"id":981,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/656\/revisions\/981"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/media\/5"}],"wp:attachment":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/media?parent=656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}