{"id":2,"date":"2015-03-19T17:58:30","date_gmt":"2015-03-19T17:58:30","guid":{"rendered":"http:\/\/fitness3.mythemecloud.io\/\/?page_id=2"},"modified":"2022-10-26T14:53:59","modified_gmt":"2022-10-26T14:53:59","slug":"home","status":"publish","type":"page","link":"https:\/\/groups.cs.umass.edu\/edge-workshop\/","title":{"rendered":"Home"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2\" class=\"elementor elementor-2\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-wjtnaha elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"wjtnaha\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-rrzpsbl\" data-id=\"rrzpsbl\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b61ac9e elementor-widget elementor-widget-image\" data-id=\"b61ac9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"720\" src=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/wp-content\/uploads\/sites\/42\/2022\/10\/adobe-umass-edge-workshop.png\" class=\"attachment-full size-full wp-image-406\" alt=\"Adobe UMass Edge Workshop\" srcset=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/wp-content\/uploads\/sites\/42\/2022\/10\/adobe-umass-edge-workshop.png 1920w, https:\/\/groups.cs.umass.edu\/edge-workshop\/wp-content\/uploads\/sites\/42\/2022\/10\/adobe-umass-edge-workshop-300x113.png 300w, https:\/\/groups.cs.umass.edu\/edge-workshop\/wp-content\/uploads\/sites\/42\/2022\/10\/adobe-umass-edge-workshop-1024x384.png 1024w, https:\/\/groups.cs.umass.edu\/edge-workshop\/wp-content\/uploads\/sites\/42\/2022\/10\/adobe-umass-edge-workshop-768x288.png 768w, https:\/\/groups.cs.umass.edu\/edge-workshop\/wp-content\/uploads\/sites\/42\/2022\/10\/adobe-umass-edge-workshop-1536x576.png 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c730706 elementor-widget elementor-widget-text-editor\" data-id=\"c730706\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Adobe researchers and practitioners getting together with UMass Amherst researchers to discuss and collaborate on edge technologies.<\/p><p>Questions? Contact us at <a href=\"_wp_link_placeholder\" data-wplink-edit=\"true\">laflamme@cs.umass.edu<\/a><\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-nzqyrqu elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"nzqyrqu\" data-element_type=\"section\" data-e-type=\"section\" id=\"objective\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-convgtc\" data-id=\"convgtc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-zcisvyi elementor-widget elementor-widget-heading\" data-id=\"zcisvyi\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Day 1<br>thursday, november 3, 2022<br>12:30 PM - 1:30 pm EST<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04b297e elementor-widget elementor-widget-text-editor\" data-id=\"04b297e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center\"><span style=\"color: #000000\">Day 1<\/span>\u00a0Microsoft Teams Link [tbd]<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5965b9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a5965b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b3efd1 elementor-widget elementor-widget-text-editor\" data-id=\"0b3efd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table dir=\"ltr\" style=\"width: 100%;height: 437px\"><colgroup> <col width=\"142\" \/> <col width=\"140\" \/> <col width=\"74\" \/> <col width=\"466\" \/> <col width=\"405\" \/><\/colgroup>\n<tbody>\n<tr>\n<td style=\"height: 15px;width: 19.704433497536943%\"><span style=\"font-size: 14pt\"><strong>Time<\/strong><\/span><\/td>\n<td style=\"height: 15px;width: 76.35467980295566%\"><strong><span style=\"font-size: 14pt\">Description<\/span>\n<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"height: 15px;width: 19.704433497536943%\" data-sheets-value=\"{\">12:30 &#8211; 12:40 EST<\/td>\n<td style=\"height: 15px;width: 76.35467980295566%\" data-sheets-value=\"{\"><strong>Welcome<\/strong>\n<br>\n<i>Laura Haas and Vishy Swaminathan<\/i><\/td>\n<\/tr>\n<tr>\n<td style=\"height: 15px;width: 19.7044%\" data-sheets-value=\"{\">12:40 &#8211; 12:55 EST<\/td>\n<td style=\"height: 15px;width: 76.3547%\" data-sheets-value=\"{\"><strong><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#zink\">Edge Support for Multimedia Streaming<\/a><\/strong>\n<br>\n<em>Michael Zink\n<\/em><\/td>\n<\/tr>\n<tr>\n<td style=\"height: 15px;width: 19.7044%\" data-sheets-value=\"{\">12:55 &#8211; 1:10 EST<\/td>\n<td style=\"height: 15px;width: 76.3547%\" data-sheets-value=\"{\"><strong style=\"font-family: 'Open Sans', sans-serif;font-size: 16px;font-style: normal\"><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#hajiesmaili\">Robust Cooperative Learning with Heterogeneous Edge Agents<\/a><\/strong>\n<br>\n<span style=\"font-family: 'Open Sans', sans-serif;font-size: 16px;font-style: italic\">Mohammad Hajiesmaili<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"height: 15px;width: 19.7044%\" data-sheets-value=\"{\">1:10 &#8211; 1:25 EST<\/td>\n<td style=\"height: 15px;width: 76.3547%\" data-sheets-value=\"{\"><strong style=\"font-family: 'Open Sans', sans-serif;font-size: 16px;font-style: normal\"><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#siegelmann\">Temporally Aware Networks and Lifelong Learning<\/a><\/strong>\n<br>\n<i>Hava Siegelmann<\/i><\/td>\n<\/tr>\n<tr>\n<td style=\"height: 15px;width: 19.704433497536943%\" data-sheets-value=\"{\">1:25 &#8211; 1:30 EST<\/td>\n<td style=\"height: 15px;width: 76.35467980295566%\" data-sheets-value=\"{\"><b>Q&amp;A and Day 1 Closing<\/b><\/td>\n<\/tr>\n<tr>\n<td style=\"height: 15px;width: 19.704433497536943%\" data-sheets-value=\"{\"><\/td>\n<td style=\"height: 15px;width: 76.35467980295566%\" data-sheets-value=\"{\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7a30771 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a30771\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c01be13\" data-id=\"c01be13\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c39ddf elementor-widget elementor-widget-heading\" data-id=\"3c39ddf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Day 2<br>friday, november 4, 2022<br>11:00 am - 1:30 pm EST<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7861bea elementor-widget elementor-widget-text-editor\" data-id=\"7861bea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center\"><span style=\"font-size: 16px;font-style: normal;color: #000000\">Day 2<\/span><span style=\"font-style: normal;color: #000000;font-family: -webkit-standard;font-size: medium\">\u00a0<\/span>Microsoft Teams Link [tbd]<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99a8c6c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"99a8c6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9519884 elementor-widget elementor-widget-text-editor\" data-id=\"9519884\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table dir=\"ltr\" style=\"width: 99.507389%;height: 545px\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\"><colgroup> <col width=\"142\" \/> <col width=\"140\" \/> <col width=\"74\" \/> <col width=\"466\" \/> <col width=\"405\" \/><\/colgroup>\n<tbody>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 28px\" data-sheets-textstyleruns=\"{\"><span style=\"font-family: georgia, palatino, serif\"><strong><span style=\"font-size: 14pt\">Time <\/span><\/strong><\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 28px\"><span style=\"font-size: 14pt;font-family: georgia, palatino, serif\"><strong>Description<\/strong><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 79px\"><span style=\"font-family: georgia, palatino, serif\">11:00 &#8211; 11:05 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 79px\"><span style=\"font-family: georgia, palatino, serif\"><strong>Welcome &amp; Recap\n<\/strong>\n<br>\n<em>Saayan Mitra<\/em><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 82px\"><span style=\"font-family: georgia, palatino, serif\">11:05 &#8211; 11:20 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 82px\"><span style=\"font-family: georgia, palatino, serif\"><strong>Data Challenges @ Adobe Experience Cloud\n<\/strong>\n<br>\n<em>Sekar Krishnamurthy<\/em><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 82px\"><span style=\"font-family: georgia, palatino, serif\">11:20 &#8211; 11:35 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 82px\"><span style=\"font-family: georgia, palatino, serif\"><strong><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#mcgregor\">Learning Graphs via Sampling, Sketching, and Interventions<\/a><\/strong><\/span>\n<br>\n<em>Andrew McGregor<\/em><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 81px\"><span style=\"font-family: georgia, palatino, serif\">11:35 &#8211; 11:50 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 81px\"><span style=\"font-family: georgia, palatino, serif\"><strong><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#fiterau\">Multimodal Learning for Intelligent Sensing at the Edge<\/a><\/strong><\/span>\n<br>\n<em>Ina Fiterau<\/em><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 40px\"><span style=\"font-family: georgia, palatino, serif\">11:50 &#8211; 12:10 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 40px\"><span style=\"font-family: georgia, palatino, serif\"><strong>Research Showcase and Demos\n<\/strong>\n<br>\n<span style=\"font-size: 16px;font-style: italic\">Adobe researchers<\/span><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\">12:10 &#8211; 12:20 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\"><strong>Q&amp;A and Break<\/strong><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\">12:20 &#8211; 12:35 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\"><strong>The Experience Edge\n<\/strong>\n<br>\n<em>Rares Vlasceanu<\/em><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\">12:35 &#8211; 12:50 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\"><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#musco\"><b>Sample Constrained Treatment Effect Estimation\n<\/b><\/a>\n<br>\n<em>Cameron Musco<\/em><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\">12:50 &#8211; 1:05 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 10px\"><span style=\"font-family: georgia, palatino, serif\"><a href=\"https:\/\/groups.cs.umass.edu\/edge-workshop\/titles-abstracts-2022\/#guan\"><strong>Towards Accurate and Efficient Edge Computing via Multi-Task Learning\n<\/strong><\/a>\n<br>\n<em>Hui Guan<\/em><\/span><\/td>\n<\/tr>\n<tr style=\"height: 10px\">\n<td style=\"width: 20.64039408866995%;height: 41px\"><span style=\"font-family: georgia, palatino, serif\">1:05 &#8211; 1:25 EST<\/span><\/td>\n<td style=\"width: 78.86699507389163%;height: 41px\"><span style=\"font-family: georgia, palatino, serif;font-size: 16px;font-style: normal;font-weight: 600\">Learnings\/Panel discussion<\/span><\/td>\n<\/tr>\n<tr style=\"height: 72px\">\n<td style=\"width: 20.640394%;height: 72px\"><span style=\"font-family: georgia, palatino, serif\">\u00a01:25 &#8211; 1:30<\/span><\/td>\n<td style=\"width: 78.866995%;height: 72px\"><span style=\"font-family: georgia, palatino, serif;font-size: 16px\"><b>Closing<\/b>\n<br>\n<i>Ramesh Sitaraman, Vishy Swaminathan<\/i><\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Adobe researchers and practitioners getting together with UMass Amherst researchers to discuss and collaborate on edge technologies. Questions? 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