Search for tag: "fairness"

9 Media

55:08 CITP Virtual Seminar Miranda Bogen-Closing the… CITP Virtual Seminar Miranda Bogen-Closing the Gap: Navigating Complexities and Contradictions In the Mitigation of Algorithmic Bias	CITP Virtual Seminar Miranda Bogen-Closing the Gap: Navigating Complexities and Contradictions In the Mitigation of Algorithmic Bias Dozens of policy proposals and interventions have attempted to address actual and potential cases of algorithmic bias, particularly in systems that have consequential effects on people’s lives.… algorithmic bias characteristics systems bias intervention questions measurement question interventions disparities practices approach decision practice models steps sort fairness content mitigations proxies From CI Center for Information Technology Policy 0 likes 0 plays Date November 16th, 2023 Speaker Miranda Bogen Department Center for Information Technology Policy Location Virtual
01:02:53 CITP Lecture: "The Societal Impact of… CITP Lecture: "The Societal Impact of Foundation Models"	CITP Lecture: "The Societal Impact of Foundation Models" Foundation models (ChatGPT, StableDiffusion) are transforming society: remarkable capabilities, serious risks, rampant deployment, unprecedented adoption, overflowing funding, and unending… rishi bommasani citp foundation models a.i. & ethics models model things lot thing ai sort foundation transparency cases point algorithm accuracy ecosystem fairness decisions space candidates companies impact From Broadcast Broadcast Center Staff 0 likes 38 plays Date May 2nd, 2023 Speaker Rishi Bommasani Department CITP Location Comp Sci 105
01:04:49 CITP Lecture: Michael P. Kim - Foundations of… CITP Lecture: Michael P. Kim - Foundations of Responsible Machine Learning	CITP Lecture: Michael P. Kim - Foundations of Responsible Machine Learning Algorithms make predictions about people constantly. The spread of such prediction systems has raised concerns that machine learning algorithms may exhibit problematic behavior, especially… indistinguishability calibration outcome predictor machine model predictions loss question notion algorithm algorithms class fairness prediction groups multi probability learning minimization From CI Center for Information Technology Policy 0 likes 21 plays Date March 20th, 2023 Speaker MIchael P. Kim Department Center forinformation Technology Policy Location Computer Science 105
47:22 CITP Seminar Michael Madaio - Towards… CITP Seminar Michael Madaio - Towards Human-Centered Design of Responsible AI	CITP Seminar Michael Madaio - Towards Human-Centered Design of Responsible AI Despite widespread awareness that AI systems may cause harm to marginalized groups—and in spite of a growing number of principles, toolkits, and other resources for fairness and ethics in… artificial intelligence ethics fairness systems ai teams stakeholders practitioners participation performance things approaches process issues harms participants study questions deployment disparities checklist checklists From CI Center for Information Technology Policy 0 likes 11 plays Date February 8th, 2022 Speaker Michael Madaio Department Center for Information Technology Policy Location Virtual
44:43 CITP Seminar: Olga Russakovsky - Fairness in… CITP Seminar: Olga Russakovsky - Fairness in Visual Recognition: Redesigning the Datasets, Improving the Models and Diversifying the AI Leadership	CITP Seminar: Olga Russakovsky - Fairness in Visual Recognition: Redesigning the Datasets, Improving the Models and Diversifying the AI Leadership Computer vision models trained on unparalleled amounts of data have revolutionized many applications. However, more and more historical societal biases are making their way into these seemingly… artificial intelligence computer dataset vision bias image photos models lot sort kind fairness images things ai kinds model gender categories systems questions From CI Center for Information Technology Policy 0 likes 117 plays Date September 14th, 2021 Speaker Olga Russakovsky Department Princeton University, Department of Computer Science
01:18:45 What It Means to Be Human: The Case for the Body… What It Means to Be Human: The Case for the Body in Public Bioethics	What It Means to Be Human: The Case for the Body in Public Bioethics O. Carter Snead, Professor of Law; Director, de Nicola Center for Ethics and Culture; Concurrent Professor of Political Science, University of Notre Dame, and Robert P. George, McCormick Professor… president question justice law kind person bioethics council questions children shapiro fairness parents government carter beings society virtue body sort haroldshapiro cartersnead robert p. george harold t. shapiro lecture on ethics science and technology From cduke 0 likes 145 plays Date April 8th, 2021 Speaker O. Carter Snead, Robert P. George Department James Madison Program, Politics Location Zoom Webinar
59:03 CITP Seminar: Tal Zarsky and Jane Bambauer: When… CITP Seminar: Tal Zarsky and Jane Bambauer: When Small Change Makes a Big Difference: Algorithmic Equity Among Similarly Situated Individuals	CITP Seminar: Tal Zarsky and Jane Bambauer: When Small Change Makes a Big Difference: Algorithmic Equity Among Similarly Situated Individuals This talk is co-sponsored by CITP and the University Center for Human Values. Al and Bob are very similar, with one specific exception. This exception might pertain to their age, annual salary,… algorithm fairness policy changes difference change law notion point process issue problem decision question issues bit person credit cutoffs differences outcome side context outputs captions_11_4_2020 From CI Center for Information Technology Policy 0 likes 99 plays Date October 20th, 2020 Speaker Tal Zarsky and Jane Bambauer Department Princeton University, Center for Information Technology Policy Location Webinar
35:01 The Dignity & Debt Network Conference - The… The Dignity & Debt Network Conference - The Financial Diaries: Looking for Dignity, Fairness, & Respect	The Dignity & Debt Network Conference - The Financial Diaries: Looking for Dignity, Fairness, & Respect The Dignity & Debt Network Conference - The Financial Diaries: Looking for Dignity, Fairness, & Respect Jonathan Morduch (New York University and Financial Access Initiative) Julie Zollman… dignity fairness respect the dignity & debt network conference the dignity and debt network conference kristin seefeldt barbara kiviat julie zollman jonathan morduch captions_12_07_2020 credit diaries lives poverty households consumer sense things problem study fact sort money stories point ways lot debt context From Jeffrey Himpele 0 likes 11 plays
34:09 The Dignity & Debt Network Confernece -… The Dignity & Debt Network Confernece - It’s Not Fair: The Backlash Against Globalization & Financial Deepening	The Dignity & Debt Network Confernece - It’s Not Fair: The Backlash Against Globalization & Financial Deepening The Dignity & Debt Network Confernece - It’s Not Fair: The Backlash Against Globalization & Financial Deepening Bart Bonikowski (Weatherhead Research Cluster on Global Populism,… nina bandelj bart bonikowski the dignity & debt network conference the dignity and debt network conference globalization finance captions_12_07_2020 politics populism things discourse nationalism nation sense kind dignity attitudes countries resonance authoritarianism point identity fairness perceptions institutions politicians From Jeffrey Himpele 0 likes 12 plays