{"id":10648,"date":"2018-11-30T13:20:42","date_gmt":"2018-11-30T18:20:42","guid":{"rendered":"https:\/\/vieux.ivado.ca?page_id=10648"},"modified":"2020-01-28T13:18:16","modified_gmt":"2020-01-28T18:18:16","slug":"international-summer-school-on-discrimination-and-bias-in-ai","status":"publish","type":"page","link":"https:\/\/vieux.ivado.ca\/en\/trainings\/international-summer-school-on-discrimination-and-bias-in-ai\/","title":{"rendered":"International Summer School on Bias and Discrimination in AI"},"content":{"rendered":"<p>[vc_row][vc_column width=&#8221;2\/3&#8243;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text]<\/p>\n<h3><strong><span style=\"color: #0071ba;\">JUNE 3-6, 2019 | MONTR\u00c9AL<\/span><\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space][\/vc_column][vc_column width=&#8221;1\/3&#8243;]<div class=\" ubtn-ctn-center display-none\"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-normal display-none\" href=\"https:\/\/www.eventbrite.ca\/e\/ivado-mila-summer-school-bias-and-discrimination-in-artificial-intelligence-registration-56063152398\" ><button type=\"button\" id=\"ubtn-2091\" onclick=\"this.target=&#039;_blank&#039;\" class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-center   tooltip-69dc460722458\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#ff8139\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-2091'  data-responsive-json-new='{\"font-size\":\"desktop:24px;\",\"line-height\":\"\"}'  style=\"font-weight:bold;border:none;background: #ff8139;color: #ffffff;\"><span class=\"ubtn-data ubtn-icon\"><i class=\"Defaults-edit pencil-square-o\" style=\"font-size:32px;color:;\"><\/i><\/span><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Registration<\/span><\/button><\/a><\/div>[vc_empty_space][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; el_class=&#8221;naked clearboth&#8221; css=&#8221;.vc_custom_1554726987628{margin-top: -40px !important;}&#8221;][vc_column][vc_tta_tabs][vc_tta_section i_type=&#8221;openiconic&#8221; i_icon_openiconic=&#8221;vc-oi vc-oi-mic&#8221; add_icon=&#8221;true&#8221; title=&#8221;About&#8221; tab_id=&#8221;About&#8221;][vc_empty_space height=&#8221;30px&#8221;][vc_icon type=&#8221;openiconic&#8221; icon_openiconic=&#8221;vc-oi vc-oi-mic&#8221; color=&#8221;custom&#8221; size=&#8221;lg&#8221; align=&#8221;center&#8221; css_animation=&#8221;none&#8221; custom_color=&#8221;#ff671f&#8221; css=&#8221;.vc_custom_1554316743716{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<\/p>\n<h3 style=\"text-align: center;\"><strong>About<\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Summary<\/h3>\n<p>Algorithms, and the data they process, play an increasingly important role in decisions with significant consequences for human welfare. While algorithmic decision-making processes have the potential to lead to fairer and more objective decisions, emerging research suggests that they can also lead to unequal and unfair treatments and outcomes for certain groups or individuals.<\/p>\n<p>This Summer School is an attempt to engage multi-disciplinary teams of researchers and practitioners to explore the social and technical dimensions of bias, discrimination and fairness in machine learning and algorithm design. The course focuses specifically (although not exclusively) on gender, race and socioeconomic based bias and data-driven predictive models leading to decisions.<\/p>\n<p>The summer school will be filmed and will be available as a MOOC late 2019.<\/p>\n<p>A basic understanding of machine learning is strongly recommended.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>What you will learn<\/h3>\n<ul>\n<li>Understanding bias and discrimination<\/li>\n<li>Exploring the harms from bias in machine learning (discriminatory effects of algorithmic decision-making)<\/li>\n<li>Identifying the sources of bias and discrimination in machine learning<\/li>\n<li>Mitigating bias in machine learning (strategies for addressing bias)<\/li>\n<li>Recommendations to guide the ethical development and evaluation of algorithms<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Registration<\/h3>\n<p>Registration will open on March 11th at 12h00.<\/p>\n<ul>\n<li>Government and industry employees:&nbsp;$1500<\/li>\n<li>Non-profit organization (NPO):&nbsp;$400<\/li>\n<li>Student:&nbsp;$200<\/li>\n<\/ul>\n<p>[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Organizing Committee<\/h3>\n<ul>\n<li>Jihane Lamouri, Diversity coordinator, IVADO<\/li>\n<li>Golnoosh Farnadi, Postdoc researcher, IVADO<\/li>\n<li>Martin Gibert, Ethics researcher, IVADO<\/li>\n<li>Brian Moore, Training coordinator, IVADO<\/li>\n<\/ul>\n<p>[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Contact and Practical Information<\/h3>\n<p>For any inquiries, please contact us at <a href=\"mailto:formations@ivado.ca\">formations@ivado.ca.<\/a><\/p>\n<p><a href=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/06\/Schedule_IVADO-Mila-Summer-School-on-Bias-Discrimination-in-AI-1.pdf\">Schedule IVADO-Mila Summer School on Bias &amp; Discrimination in AI<\/a><\/p>\n<p><a href=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/06\/Summer-School-on-Bias-Discrimination-in-AI-Program.pdf\">Program<\/a><\/p>\n<p><a href=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/05\/Practical-Information-Code-of-Conduct.pdf\">Practical Information &amp; Code of Conduct<\/a>[\/vc_column_text]<div class=\" ubtn-ctn-center display-none\"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-normal display-none\" href=\"https:\/\/www.eventbrite.ca\/e\/ivado-mila-summer-school-bias-and-discrimination-in-artificial-intelligence-registration-56063152398\" ><button type=\"button\" id=\"ubtn-6129\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-center   tooltip-69dc46072250e\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#ff8139\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-6129'  data-responsive-json-new='{\"font-size\":\"desktop:24px;\",\"line-height\":\"\"}'  style=\"font-weight:bold;border:none;background: #ff8139;color: #ffffff;\"><span class=\"ubtn-data ubtn-icon\"><i class=\"Defaults-edit pencil-square-o\" style=\"font-size:32px;color:#ffffff;\"><\/i><\/span><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Registration<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section i_type=&#8221;entypo&#8221; i_icon_entypo=&#8221;entypo-icon entypo-icon-users&#8221; add_icon=&#8221;true&#8221; title=&#8221;Speakers&#8221; tab_id=&#8221;Speakers&#8221; el_class=&#8221;speakers&#8221;][vc_empty_space height=&#8221;30px&#8221;][vc_icon type=&#8221;entypo&#8221; icon_entypo=&#8221;entypo-icon entypo-icon-users&#8221; color=&#8221;custom&#8221; size=&#8221;lg&#8221; align=&#8221;center&#8221; css_animation=&#8221;none&#8221; custom_color=&#8221;#ff671f&#8221; css=&#8221;.vc_custom_1554299243581{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<\/p>\n<h3 style=\"text-align: center;\"><strong>Confirmed Speakers<\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_basic_grid post_type=&#8221;personnality&#8221; max_items=&#8221;-1&#8243; orderby=&#8221;meta_value&#8221; order=&#8221;ASC&#8221; initial_loading_animation=&#8221;fadeInUp&#8221; grid_id=&#8221;vc_gid:1580235443933-1d3350c2-e17f-6&#8243; taxonomies=&#8221;201&#8243; meta_key=&#8221;ordre&#8221;][\/vc_tta_section][vc_tta_section i_type=&#8221;openiconic&#8221; i_icon_openiconic=&#8221;vc-oi vc-oi-calendar-inv&#8221; add_icon=&#8221;true&#8221; title=&#8221;Program&#8221; tab_id=&#8221;Program&#8221; el_class=&#8221;bouton-programme&#8221;][\/vc_tta_section][\/vc_tta_tabs][\/vc_column][\/vc_row][vc_row css_animation=&#8221;none&#8221; el_class=&#8221;orange ferme&#8221; css=&#8221;.vc_custom_1554317805323{margin-top: -20px !important;}&#8221;][vc_column][vc_empty_space][vc_icon type=&#8221;openiconic&#8221; icon_openiconic=&#8221;vc-oi vc-oi-calendar-inv&#8221; color=&#8221;custom&#8221; size=&#8221;lg&#8221; align=&#8221;center&#8221; css_animation=&#8221;none&#8221; custom_color=&#8221;#ff671f&#8221; css=&#8221;.vc_custom_1554301958146{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<\/p>\n<h3 style=\"text-align: center;\"><strong>Program<\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_tta_tabs][vc_tta_section title=&#8221;June 3&#8243; tab_id=&#8221;june-3&#8243;][vc_empty_space][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/ravy-por\">Ravy Por<\/a><br \/>\n<\/strong>Moderator[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>9:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/www.cs.mcgill.ca\/~jpineau\/\"><strong>Joelle Pineau<\/strong><\/a><br \/>\nOpening remarks[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>9:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/rachel-thomas\"><strong>Rachel Thomas<\/strong><\/a><br \/>\nKeynote[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>10:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/tania-saba\"><strong>Tania Saba<\/strong><\/a><br \/>\nUnderstanding bias &amp; discrimination[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:40<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/deborah-raji\"><strong>Deborah Raji<\/strong><\/a><br \/>\nThe tech diversity problem[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>12:20<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Lunch<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>13:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/pedro-saleiro\"><strong>Pedro Saleiro<\/strong><\/a><br \/>\nBias and Fairness in AI for Public Policy[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:45<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>15:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/pedro-saleiro\"><strong>Pedro Saleiro<\/strong><\/a><br \/>\nThe Aequitas Toolkit: Case Studies &amp; Tutorial[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>16:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>End of the day<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;June 4&#8243; tab_id=&#8221;june-4&#8243;][vc_empty_space][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/bibiana-pulido\">Bibiana Pulido<\/a><br \/>\n<\/strong>Moderator<strong><br \/>\n<\/strong>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>9:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/emre-kiciman\">Emre Kiciman<\/a><\/strong><br \/>\nWhere does bias come from?[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>10:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/golnoosh-farnadi\"><strong>Golnoosh Farnadi<\/strong><\/a><br \/>\nFairness definitions[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:40<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/francois-laviolette\">Fran\u00e7ois Laviolette<\/a><\/strong><br \/>\nBias in machine learning[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>12:20<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Lunch<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>13:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/petra-molnar\"><strong>Petra Molnar<\/strong><\/a><br \/>\nAutomated decision system technologies &amp; human rights[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:10<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/noel-corriveau\"><strong>No\u00ebl Corriveau<\/strong><\/a><br \/>\nCanada\u2019s Algorithmic Impact Assessment Framework[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:45<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>15:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/noel-corriveau\"><strong>No\u00ebl Corriveau<\/strong><\/a><br \/>\nWorkshop[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>16:45<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/philippe-andre-tessier\"><strong>Philippe-Andr\u00e9 Tessier<\/strong><\/a>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>17:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Cocktail<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;June 5&#8243; tab_id=&#8221;june-5&#8243;][vc_empty_space][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/golnoosh-farnadi\">Golnoosh Farnadi<\/a><br \/>\n<\/strong>Moderator<strong><br \/>\n<\/strong>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>9:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/emre-kiciman\">Emre Kiciman<\/a> &amp; <a href=\"https:\/\/vieux.ivado.ca\/en\/person\/margaret-mitchell\">Margaret Mitchell<\/a><\/strong>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>10:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/emre-kiciman\">Emre Kiciman<\/a> &amp; <a href=\"https:\/\/vieux.ivado.ca\/en\/person\/margaret-mitchell\">Margaret Mitchell<\/a><\/strong><br \/>\nFairness-aware ML: practical challenges[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>12:20<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Lunch<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>13:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/behrouz-babaki\"><strong>Behrouz Babaki<\/strong><\/a><br \/>\nLearning subject to fairness constraints[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:10<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/will-hamilton\">Will Hamilton<\/a><\/strong><br \/>\nFairness constraints for graph embeddings[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:45<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>15:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/yasmeen-hitti\">Yasmeen Hitti<\/a> &amp; <a href=\"https:\/\/vieux.ivado.ca\/en\/person\/andrea-jang\">Andrea Jang<\/a><\/strong><br \/>\nTackling gender bias in text[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>16:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/audrey-durand\"><strong>Audrey Durand<\/strong><\/a><br \/>\nAI for Health: Bias Alert[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>16:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>End of the day<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;June 6&#8243; tab_id=&#8221;june-6&#8243;][vc_empty_space][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/jannick-bouthillette\">Jannick Bouthillette<\/a><br \/>\n<\/b>Moderator[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>9:15<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/nicolas-vermeys\"><strong>Nicolas Vermeys<\/strong><\/a><br \/>\nThe legal perspective[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>10:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:00<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/terrence-wilkerson\"><strong>Terrence Wilkerson<\/strong><\/a><br \/>\n<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/elizabeth-bender\"><strong>Elizabeth Bender<\/strong><\/a>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>11:40<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/nathalie-de-marcellis-warin\"><strong>Nathalie de Marcellis-Warin<\/strong><\/a><br \/>\nMontreal Declaration for responsible AI[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>12:20<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Lunch<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>13:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/cynthia-savard-saucier\"><strong>Cynthia Savard Saucier<\/strong><\/a><br \/>\nThe impact of bad design and how to fix it[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:10<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<a href=\"https:\/\/vieux.ivado.ca\/en\/person\/rc-woodmass\"><strong>RC Woodmass<\/strong> <\/a><br \/>\nBiulding inclusive teams[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>14:45<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>Break<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75&#8243;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>15:20<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<strong><a href=\"https:\/\/vieux.ivado.ca\/en\/person\/fernando-diaz\">Fernando Diaz<\/a> &amp; <a href=\"https:\/\/vieux.ivado.ca\/en\/person\/luke-stark\">Luke Stark<\/a><\/strong><br \/>\nRecommendations for the future[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_class=&#8221;col-gauche-75 form-break&#8221;][vc_column_inner width=&#8221;1\/6&#8243;][vc_column_text]<strong>16:30<\/strong>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;5\/6&#8243;][vc_column_text]<b>End of the day<\/b>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][\/vc_tta_tabs][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column width=&#8221;2\/3&#8243;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text] JUNE 3-6, 2019 | MONTR\u00c9AL [\/vc_column_text][vc_empty_space][\/vc_column][vc_column width=&#8221;1\/3&#8243;][vc_empty_space][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; el_class=&#8221;naked clearboth&#8221; css=&#8221;.vc_custom_1554726987628{margin-top: -40px !important;}&#8221;][vc_column][vc_tta_tabs][vc_tta_section i_type=&#8221;openiconic&#8221; 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