ACM FAccT - 2022 Program

Day 1 (Tuesday, June 21 KST)

UTC+9: 4:00-4:30
UTC+2: 21:00-21:30
UTC-7: 12:00-12:30

ONLINE: Welcome and Conference Report

General Chairs

UTC+9: 4:30-6:00
UTC+2: 21:30-23:00
UTC-7: 12:30-14:00

ONLINE: CRAFT I and Doctoral Consortium I

CRAFT 124:	CRAFT 48:	Doctoral Consortium I
"What Could Possibly Go Wrong? Speculative Practice Towards Anticipating the Negative Consequences of Humanitarian AI"	"Designing Data in Data Science	DC starts at 05:00
Robert Soden, Aleks Berditchevskaia, Erin Coughlan de Perez, Manveer Kalirai, Shreyasha Paudel, Isabel Stewart, Saurav Poudel and Sakun Joshi	Michael Muller, Lora Aroyo, Melanie Feinberg, Helena Mentis, Samir Passi, Shion Guha and Heloisa Candello	Doctoral Consortium Chairs

UTC+9: 6:00-6:30
UTC+2: 23:00-23:30
UTC-7: 14:00-14:30

Break

		DC break is only from 6:00-6:05

UTC+9: 6:30-8:00
UTC+2: 23:30-1:00
UTC-7: 14:30-16:00

ONLINE: CRAFT II and Doctoral Consortium II

CRAFT 124 (continued)	CRAFT 130:	Doctoral Consortium II:
"What Could Possibly Go Wrong? Speculative Practice Towards Anticipating the Negative Consequences of Humanitarian AI "	I Audited My Algorithm and All I Got Was This Harms Report – Imagining a Collaborative Approach between Companies and Communities on Developing Harm Remediation Strategies "	Online Doctoral Consortium Note DC Returns from Break at 6:05
Robert Soden, Aleks Berditchevskaia, Erin Coughlan de Perez, Manveer Kalirai, Shreyasha Paudel, Isabel Stewart, Saurav Poudel and Sakun Joshi	Irene Font Peradejordi, Liz Marquis, Kyra Yee and Tomo Lazovich	Doctoral Consortium Chairs

UTC+9: 7:30-8:00
UTC+2: 00:30-1:00
UTC-7: 15:30-16:00

In-Person Registration opens at COEX

UTC+9: 8:00-9:00
UTC+2: 1:00-2:00
UTC-7: 16:00-17:00

IN-PERSON AND ONLINE: Keynote I

	Meeyoung Cha (Chaired by Alice Oh)
	Room 202+203

UTC+9: 9:00-9:30
UTC+2: 2:00-2:30
UTC-7: 17:00-17:30

Break

UTC+9: 9:30-10:30
UTC+2: 2:30-3:30
UTC-7: 17:30-18:30

IN-PERSON AND ONLINE: Keynote Panel I

	Implementing Intersectionality in Algorithmic Fairness
	Cynthia Dwork, James Foulds, Youjin Kong, Olga Russakovsky, Yolanda Rankin (Chair: Alice Xiang)
	Room 202

UTC+9: 10:30-11:00
UTC+2: 3:30-4:00
UTC-7: 18:30-19:00

Break

UTC+9: 11:00-12:00
UTC+2: 4:00-5:00
UTC-7: 19:00-20:00

IN-PERSON: Doctoral Consortium III + CRAFT III + Tutorials I

CRAFT 999:	CRAFT 148:	Doctoral Consortium III
"Mapping Data Stories in the Surveillance Ecosystem"	"Fairness, Accountability, and Transparency in Hyperscale Language Models"	Note DC Returns from Break at 12:05
Jennifer Lee, Micah Epstein	Jung-Woo Ha, Hwaran Lee, Matthias Galle, Sangchul Park and Meeyoung Cha
Room 209	Room 205	Room 201

Tutorial (Case Study):
"An intersectional approach to model construction and evaluation in mental health care"
Marta Maslej, Laura Sikstrom, Darla Reslan, and Yifan Wang
Room 206

UTC+9: 12:00-13:00
UTC+2: 5:00-6:00
UTC-7: 20:00-21:00

Lunch

		DC break is only from 12:00-12:05

UTC+9: 13:00-14:00
UTC+2: 6:00-7:00
UTC-7: 21:00-22:00

IN-PERSON: Doctoral Consortium IV + CRAFT IV + Tutorials II

CRAFT 999 (continued):	CRAFT 148 (continued):	Doctoral Consortium IV
"Mapping Data Stories in the Surveillance Ecosystem"	"Fairness, Accountability, and Transparency in Hyperscale Language Models"	Note the DC returns from Break at 12:05
Jennifer Lee, Micah Epstein	Jung-Woo Ha, Hwaran Lee, Matthias Galle, Sangchul Park and Meeyoung Cha
Room 209	Room 205	Room 201

Tutorial (Case Study) (Continued):
"An intersectional approach to model construction and evaluation in mental health care"
Marta Maslej, Laura Sikstrom, Darla Reslan, and Yifan Wang
Room 206

UTC+9: 14:00-14:30
UTC+2: 7:00-7:30
UTC-7: 22:00-22:30

Break

UTC+9: 14:30-16:00
UTC+2: 7:30-9:00
UTC-7: 22:30-00:00

IN-PERSON: CRAFT V

CRAFT 145:

CRAFT 147:

CRAFT 167:

"Ethics on the Job: A Tech Worker’s Role in Upholding Fairness, Accountability, and Transparency in Computing Systems"

"Digital Resilience and Pathways to Long-Term Community Investment"

"Communication Across Communities in Machine Learning Research and Practice"

JS Tan, Nataliya Nedzhvetskaya, Kristen Sheets and Clarissa Redwine

Christine Phan, Vinhcent Le, Patrick Messac

Adriana Romero Soriano, Caglar Gulcehre, Jessica Forde, Levent Sagun, Negar Rostamzadeh, Samuel Bell, Seyi Olojo and Stefano Sarao Mannelli

Room 206

Room 205

Room 202

CRAFT 998:	CRAFT 138a:
"Research, Meet Engineering or: How I stopped worrying about scaling and learned to love the process"	"Collaboratively Developing Evaluation Frameworks for Queer AI Harms "
Luca Belli and Aaron Gonzales	Arjun Subramonian, Anaelia Ovalle, Luca Soldaini, Nathan Dennler, Zeerak Talat, Sunipa Dev, Kyra Yee and William Agnew
Room 201	Room 209

UTC+9: 16:00-16:30
UTC+2: 9:00-9:30
UTC-7: 0:00-0:30

Break

UTC+9: 16:30-18:00
UTC+2: 9:30-11:00
UTC-7: 00:30-2:00

IN-PERSON: CRAFT VI

CRAFT 130:

CRAFT 996:

CRAFT 167 (continued):

"I Audited My Algorithm and All I Got Was This Harms Report – Imagining a Collaborative Approach between Companies and Communities on Developing Harm Remediation Strategies"

"Mapping Automated Decision Making in Social services in Australia and the Asia Pacific: Towards Regional Transparency and Accountability"

"Communication Across Communities in Machine Learning Research and Practice"

Irene Font Peradejordi, Liz Marquis, Kyra Yee and Tomo Lazovich

Lyndal Sleep, Jennifer Min, Gemma Rodregues, Rino Nugroho

Adriana Romero Soriano, Caglar Gulcehre, Jessica Forde, Levent Sagun, Negar Rostamzadeh, Samuel Bell, Seyi Olojo and Stefano Sarao Mannelli

Room 203

Room 205

Room 202

CRAFT 995:	CRAFT 138a (continued):
"New Models for Engagement and Deployment Strategies for FAccT AI"	"Collaboratively Developing Evaluation Frameworks for Queer AI Harms "
Chang D. Yoo, Micheal Veale, Yoon Kim, Gwangsu Kim, Ji Woo Hong, Alice Oh	Arjun Subramonian, Anaelia Ovalle, Luca Soldaini, Nathan Dennler, Zeerak Talat, Sunipa Dev, Kyra Yee and William Agnew
Room 201	Room 209

UTC+9: 18:00-21:30
UTC+2: 11:00-14:30
UTC-7: 2:00-5:30

Break

UTC+9: 21:30-22:00
UTC+2: 14:30-15:00
UTC-7: 5:30-6:00

ONLINE: Meet Someone!

UTC+9: 22:00-23:00
UTC+2: 15:00-16:00
UTC-7: 6:00-7:00

ONLINE: Proceedings 1

1A Fairness and Inclusivity in Theory and Practice	1B Human Difference and Audio/Visual Processing	1C Normative Considerations for Decisions and Recommendations
765 Critical Tools for Machine Learning: Working with Intersectional Critical Concepts in Machine Learning Systems Design 3 Interdisciplinarity, Gender Diversity, and Network Structure Predict the Centrality of AI Organizations 789 ABCinML: Anticipatory Bias Correction in Machine Learning Applications	30 Fairness Indicators for Systematic Assessments of Visual Feature Extractors 621 Gender and Racial Bias in Visual Question Answering Datasets 234 Language variation and algorithmic bias: understanding algorithmic bias in British English automatic speech recognition	58 Providing Item-side Individual Fairness for Deep Recommender Systems 706 Decision Time: Normative Dimensions of Algorithmic Speed 253 Fast online ranking with fairness of exposure
Session Chair: Yunfeng Zhang	Session Chair: Borhane Blili-Hamelin	Session Chair: Amanda Bower

UTC+9: 23:00-23:30
UTC+2: 16:00-16:30
UTC-7: 7:00-7:30

Break

UTC+9: 23:30-0:30
UTC+2: 16:30-17:30
UTC-7: 7:30-8:30

ONLINE: Proceedings 2

2A Responsible Data Management	2B Human-AI Collaboration: Problems and Solutions
106 Caring for Datasets: A Framework for Deprecating Datasets and Responsible Data Stewardship 95 Fair Data Sharing 718 Accountable Datasets: The Politics and Pragmatics of Disclosure Datasets	399 On the Fairness of Machine-Assisted Human Decisions 874 Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness 9 A Data-driven analysis of the interplay between Criminiological theory and predictive policing algorithms
Session Chair: Muhammad Yusuf Khattak	Session Chair: Suzanne Tolmeijer

UTC+9: 0:30-1:00
UTC+2: 17:30-18:00
UTC-7: 8:30-9:00

Break

UTC+9: 1:00-2:00
UTC+2: 18:00-19:00
UTC-7: 9:00-10:00

ONLINE: Proceedings 3

3A Fair and Equitable Data	3B Algorithmic Fairness and Discrimination	3C Risk, Responsibility, and Accountability
311 Achieving Fairness via Post-Processing in Web-Scale Recommender Systems 939 Data Cards: Purposeful and Transparent Documentation for Responsible AI 772 Data augmentation for fairness-aware machine learning: Preventing algorithmic bias in law enforcement systems	911 Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness 320 Imperfect Inferences: A Practical Assessment 157 An Outcome Test of Discrimination for Ranked Lists	116 Taxonomy of Risks posed by Large Language Models 174 Mind the Gap: Autonomous Systems, the Responsibility Gap, and Moral Entanglement 366 Accountability in an Algorithmic Society
Session Chair: Lisa Kresege	Session Chair: Karyen Chu	Session Chair: Bogdana Rakova

UTC+9: 2:00-2:30
UTC+2: 19:00-19:30
UTC-7: 10:00-10:30

ONLINE: Meet Someone!

Day 2 (Wednesday, June 22 KST)

UTC+9: 4:00-4:30
UTC+2: 21:00-21:30
UTC-7: 12:00-12:30

ONLINE: Meet Someone!

UTC+9: 4:30-6:00
UTC+2: 21:30-23:00
UTC-7: 12:30-14:00

ONLINE: CRAFT VII

CRAFT 140:	CRAFT 129:	CRAFT 61:
"Emerging Problems: New Challenges in FAccT from Research, to Practice, to Policy"	"Responsible Innovation “On the Ground”: Lessons Learned from Accountable ML Efforts within Industry	"Big Data and AI in the Global South"
Kathy Baxter and Chloe Autio	William Isaac, Iason Gabriel, Rumman Chowdhury, Luca Belli and Kristian Lum
Sharifa Sultana, Mohammad Rashidujjaman Rifat, Syed Ishtiaque Ahmed, Ranjit Singh, Julian Posada, Azra Ismail, Yousif Hassan, Seyram Avle, Nithya Sambasivan, Rajesh Veeraraghavan, Priyank Chandra and Rafael Grohmann

CRAFT 138b:
"Collaboratively Developing Evaluation Frameworks for Queer AI Harms"
Arjun Subramonian, Anaelia Ovalle, Luca Soldaini, Nathan Dennler, Zeerak Talat, Sunipa Dev, Kyra Yee and William Agnew

UTC+9: 6:00-6:30
UTC+2: 23:30-23:30
UTC-7: 14:00-14:30

Break

UTC+9: 6:30-8:00
UTC+2: 23:30-1:00
UTC-7: 14:30-16:00

ONLINE: CRAFT VIII

CRAFT 140 (continued):	CRAFT 61 (continued):
"Emerging Problems: New Challenges in FAccT from Research, to Practice, to Policy"	"Big Data and AI in the Global South"
Kathy Baxter and Chloe Autio	Sharifa Sultana, Mohammad Rashidujjaman Rifat, Syed Ishtiaque Ahmed, Ranjit Singh, Julian Posada, Azra Ismail, Yousif Hassan, Seyram Avle, Nithya Sambasivan, Rajesh Veeraraghavan, Priyank Chandra and Rafael Grohmann

CRAFT 138b (continued):	CRAFT 129 (continued):
"Collaboratively Developing Evaluation Frameworks for Queer AI Harms"	"Responsible Innovation “On the Ground”: Lessons Learned from Accountable ML Efforts within Industry"
Arjun Subramonian, Anaelia Ovalle, Luca Soldaini, Nathan Dennler, Zeerak Talat, Sunipa Dev, Kyra Yee and William Agnew	William Isaac, Iason Gabriel, Rumman Chowdhury, Luca Belli and Kristian Lum

UTC+9: 8:00-9:00
UTC+2: 1:00-2:00
UTC-7: 16:00-17:00

IN-PERSON AND ONLINE: Keynote II

	Pascale Fung (Chair: Charles Isbell)

	Room 202+203

UTC+9: 9:00-9:30
UTC+2: 2:30-2:30
UTC-7: 17:00-17:30

Break

UTC+9: 9:30-10:30
UTC+2: 2:30-3:30
UTC-7: 17:30-18:30

IN-PERSON AND ONLINE: Keynote Panel II

	Bossware and Algorithmic Management
	Frederik Zuiderveen Borgesius, Min Kyung Lee, Wilneida Negrón, Rida Qadri (Chair: Seth Lazar)

	Room 202 + 203

UTC+9: 10:30-11:00
UTC+2: 3:30-4:00
UTC-7: 18:30-19:00

Break

UTC+9: 11:00-12:00
UTC+2: 4:00-5:00
UTC-7: 19:00-20:00

IN-PERSON: Tutorials III

TUTORIAL (TRANSLATION):	TUTORIAL (PRACTICE):	TUTORIAL (TRANSLATION):
"Platform Governance"	"Improving Platform Transparency through Citizen Data Donation Methods"	"Fairness in Computer Vision: Datasets, Algorithms, and Implications"
Robert Gorwa	Daniel Angus and Abdul Obeid	Angelina Wang, Seungbae Kim, Olga Russakovsky and Jungseock Joo
Room 201	Room 205	Room 206

TUTORIAL (PRACTICE):	TUTORIAL (IMPLICATIONS):
"A Stakeholder-Oriented Case Study for Assessing Bias in a Pretrial Risk Assessment Instrument"	"What Is a Proxy and Why Is It a Problem?"
Emily Hadley, Rob Chew, Stephen Tueller, Megan Comfort, Matthew DeMichele and Pamela Lattimore	Margarita Boyarskaya, Solon Barocas, Hanna Wallach, and Michael Carl Tschantz
Room 209	Room 210

UTC+9: 12:00-13:00
UTC+2: 5:00-6:00
UTC-7: 20:00-21:00

Lunch

UTC+9: 13:00-14:00
UTC+2: 6:00-7:00
UTC-7: 21:00-22:00

IN-PERSON: Proceedings 4

4A Inequity in Hiring and Public Services	4B Accountability and Governance Strategies	4C Bias Correction
281 Don't let Ricci v. DeStefano Hold You Back: A Bias-Aware Legal Solution to the Hiring Paradox 478 Tackling Algorithmic Disability Discrimination in the Hiring Process: An Ethical, Legal and Technical Analysis 138 Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore	267 Normative Logics of Algorithmic Accountability 716 At The Tensions of South and North: Critical Roles of Global South Stakeholders in AI Governance 1002 How Platform-User Power Relations Shape Algorithmic Accountability: A Case Study of Instant Loan Platforms and Financially Stressed Users in India	172 De-biasing "bias" measurement 513 An Algorithmic Framework for Bias Bounties 711 Don’t Throw it Away! The Utility of Unlabeled Data in Fair Decision Making
Session Chair: Aaron Horowitz	Session Chair: Shalaleh Rismani	Session Chair: Seth Lazar
Room 201	Room 202	Room 203

4D Human Factors: Bias and Agency
269 Selection in the Presence of Implicit Bias: The Advantage of Intersectional Constraints 336 Trucks Don’t Mean Trump: Diagnosing Human Error in Image Analysis 165 Causal Inference Struggles with Agency on Online Platforms
Session Chair: Divya Shanmugam
Room 205

UTC+9: 14:00-14:30
UTC+2: 7:00-7:30
UTC-7: 22:00-22:30

Break

UTC+9: 14:30-15:30
UTC+2: 7:30-8:30
UTC-7: 22:30-23:30

IN-PERSON: Proceedings 5

5A Fairness Criteria and Tools	5B Technology and Public Policy	5C Proxies and Group Fairness
1094 Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory 272 Fairness for AUC via Feature Augmentation 775 On the Power of Randomization in Fair Classification and Representation	651 The Case for a Legal Compliance API for the Enforcement of the EU’s Digital Services Act on Social Media Platforms 154 Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective(Co-Winner: Distinguished Student Paper Award) 33 FAccT-Check on AI regulation: Systematic Evaluation of AI Regulation on the Example of the Proposed Legislation on the Use of AI in the Public Sector in the German Federal State of Schleswig-Holstein	65 Minimax Demographic Group Fairness in Federated Learning 596 Multiaccurate Proxies for Downstream Fairness 1043 What is Proxy Discrimination?
Session Chair: Negar Rastamzadeh	Session Chair: Orestis Papakyriakopoulos	Session Chair: Irene Font Peradejordi
Room 201	Room 202	Room 203

5D Value Systems for AI	5E AI Case Studies
74 The Values Encoded in Machine Learning Research (Co-Winner, Distinguished Paper Award) 143 Social Inclusion in Curated Contexts: Insights from Museum Practices 956 Critical Evaluation Gaps in Machine Learning Practice	298 Towards Intersectional Feminist and Participatory ML: A Case Study in Supporting Feminicide Counterdata Collection (Co-Winner, Distinguished Student Paper Award) 744 Algorithmic Fairness and Vertical Equity: Income Fairness with Tax Audit Models 75 Limits and Possibilities of ""Ethical AI"" in Open Source: A Case Study of Deepfakes
Session Chair: Christina Lu	Session Chair: Mikaela Meyer
Room 205	Room 209

UTC+9: 15:30-16:00
UTC+2: 8:30-9:00
UTC-7: 23:30-0:00

Break

UTC+9: 16:00-17:00
UTC+2: 9:00-10:00
UTC-7: 00:00-1:00

IN-PERSON: Tutorials IV

TUTORIAL (TRANSLATION/DIALOGUE):	TUTORIAL (CASE STUDY):	TUTORIAL (TRANSLATION/DIALOGUE):
"Shortcut learning in Machine Learning: Challenges, Analysis, Solutions"	"The State of Online Censorship and Efforts at Accountability in India"	"Purpose Limitation and Data Minimization in Data-Driven Systems"
Sanghyuk Chun, Kyungwoo Song, and Yonghan Jung	Divyansha Sehgal, Torsha Sarkar, and Divyank Katira	Asia Biega and Michèle Finck
Room 201	Room 202	Room 203

TUTORIAL (TRANSLATION):	TUTORIAL (CASE STUDY):
"Ethical Theory for Machine Learning"	"Building a Dataset to Measure Toxicity and Social Bias within Language: A Low-Resource Perspective"
Nick Schuster	Won-Ik Cho
Room 205	Room 209

UTC+9: 17:00-17:15
UTC+2: 10:00-10:15
UTC-7: 1:00-1:15

Break

UTC+9: 17:15-18:15
UTC+2: 10:15-11:15
UTC-7: 1:15-2:15

IN-PERSON: Tutorials V

TUTORIAL (TRANSLATION/DIALOGUE) (continued):	TUTORIAL (CASE STUDY) (continued):	TUTORIAL (TRANSLATION/DIALOGUE) (continued):
"Shortcut learning in Machine Learning: Challenges, Analysis, Solutions"	"The State of Online Censorship and Efforts at Accountability in India"	"Purpose Limitation and Data Minimization in Data-Driven Systems"
Sanghyuk Chun, Kyungwoo Song, and Yonghan Jung	Divyansha Sehgal, Torsha Sarkar, and Divyank Katira	Asia Biega and Michèle Finck
Room 201	Room 202	Room 203

UTC+9: 18:15-21:30
UTC+2: 11:15-14:30
UTC-7: 2:15-5:30

Break

UTC+9: 21:30-22:00
UTC+2: 14:30-15:00
UTC-7: 5:30-6:00

ONLINE: Meet Someone!

UTC+9: 22:00-23:00
UTC+2: 15:00-16:00
UTC-7: 6:00-7:00

ONLINE: Proceedings 6

6A Algorithmic Harms and Accountability Mechanisms	6B Power and Accountability: Technosocial Trends	6C Adversarial Techniques
631 The Algorithmic Imprint 243 Towards a multi-stakeholder value-based assessment framework for algorithmic systems 816 Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem	17 #FuckTheAlgorithm: algorithmic imaginaries and political resistance 195 Tech Worker Organizing 313 Making the Unaccountable Internet: The Changing Meaning of Accounting in the Design of the Early Internet	1031 The Spotlight: A General Method for Discovering Systematic Errors in Deep Learning Models 22 Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash 179 Promoting Fairness in Learned Models by Learning to Active Learn under Parity Constraints
Session Chair: Liz Bright Marquis	Session Chair: Elizabeth Ann Watkins	Session Chair: Sayash Kapoor

UTC+9: 23:00-23:30
UTC+2: 16:00-16:30
UTC-7: 7:00-7:30

Break

UTC+9: 23:30-0:30
UTC+2: 16:30-17:30
UTC-7: 7:30-8:30

ONLINE: Proceedings 7

7A Tech Literacy and Public Trust in Algorithms	7B Content Moderation	7C Novel Theoretical Approaches
270 From Demo to Design in Teaching Machine Learning 915 Testing Concerns about Technology's Behavioral Impacts with N-of-one Trials 790 Algorithms Off-Limits?: If Digital Trade Law Restricts Access to Source Code of Software then Accountability Will Suffer	188 The Model Card Authoring Toolkit: Toward Community-centered, Deliberation-driven AI Design 345 How are ML-Based Online Content Moderation Systems Actually Used? Studying Community Size, Local Activity, and Disparate Treatment 752 Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms	259 Best vs. All: Equity and Accuracy of Standardized Test Score Reporting 112 Treatment Effect Risk: Bounds and Inference 299 Disclosure by Design: Document engineering for meaningful data disclosures
Session Chair: Jake Metcalf	Session Chair: Ana Crisan	Session Chair: Natarajan Krishnaswami

UTC+9: 0:30-1:00
UTC+2: 17:30-18:00
UTC-7: 8:30-9:00

Break

UTC+9: 1:00-2:00
UTC+2: 18:00-19:00
UTC-7: 9:00-10:00

ONLINE: Proceedings 8

8A AI in Government	8B Ethical Guidelines and Value Systems	8C Understanding Groups and Group Fairness
511 Trade-offs between Group Fairness Metrics in Societal Resource Allocation 602 Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery 137 South Korean Public Value Coproduction Towards 'AI for Humanity': A Synergy of Sociocultural Norms and Multistakeholder Deliberation in Bridging the Design and Implementation of National AI Ethics Guidelines	430 Disentangling Research Ethics in Machine Learning 382 AI Ethics Statements - Analysis and Lessons Learnt from NeurIPS Broader Impact Statements 145 How Different Groups Prioritize Ethical Values for Responsible AI	31 Theories of Gender in Natural Language Processing 142 GetFair: Generalized Fairness Tuning of Classification Models 786 Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency
Session Chair: Sunipa Dev	Session Chair: Sasha Luccioni	Session Chair: Lu Cheng

UTC+9: 2:00-2:30
UTC+2: 19:00-19:30
UTC-7: 10:00-10:30

ONLINE: Meet Someone!

Day 4 (Friday, June 24 KST)

UTC+9: 4:00-4:30
UTC+2: 21:00-21:30
UTC-7: 12:00-12:30

ONLINE: Meet Someone!

UTC+9: 4:30-6:00
UTC+2: 21:30-23:00
UTC-7: 12:30-14:00

ONLINE: CRAFT X

CRAFT 125:	CRAFT 167 (continued):	CRAFT 21:
"Application Denied: A Global Coalition to Expose and Resist Discrimination in Automated Decisions Online "	"Communication Across Communities in Machine Learning Research and Practice"	"Applying a justice framework to natural language processing (NLP): Decentering standard language ideology in pursuits of fair and equitable NLP"
Ushnish Sengupta and Peaks Krafft	Adriana Romero Soriano, Caglar Gulcehre, Jessica Forde, Levent Sagun, Negar Rostamzadeh, Samuel Bell, Seyi Olojo and Stefano Sarao Mannelli	Genevieve Smith, Julia Nee and Ishita Rustagi

UTC+9: 5:00-6:00
UTC+2: 22:00-23:00
UTC-7: 13:00-14:00

ONLINE: Tutorial Reschedule

“…contextual Integrity is the worst definition of privacy, except for all the others that have been tried…” (adapted from original quote, Winston S. Churchill, 11 November 1947)"
Helen Nissenbaum

UTC+9: 6:00-6:30
UTC+2: 23:00-23:30
UTC-7: 14:00-14:30

Break

UTC+9: 6:30-8:00
UTC+2: 23:30-1:00
UTC-7: 14:30-16:00

ONLINE: CRAFT XI and Tutorials X

TUTORIAL (IMPLICATIONS):	TUTORIAL (TRANSLATION/DIALOGUE):	TUTORIAL:
"Model Monitoring in Practice: Lessons Learned and Open Challenges"	"Impacts of Data Privacy and Equity on Public Policy"	"Why Contact Tracing Apps Failed: a Postmortem"
Krishnaram Kenthapadi, Hima Lakkaraju, Pradeep Natarajan, and Mehrnoosh Sameki	Ferdinando Fioretto and Claire McKay Bowen	Baobao Zhang

CRAFT 125 (continued):	CRAFT 21: (continued)	CRAFT 50:
"Application Denied: A Global Coalition to Expose and Resist Discrimination in Automated Decisions Online "	"Applying a justice framework to natural language processing (NLP): Decentering standard language ideology in pursuits of fair and equitable NLP"	"Addressing Ageism in AI"
Ushnish Sengupta and Peaks Krafft	Genevieve Smith, Julia Nee and Ishita Rustagi	Robin Brewer, Clara Berridge, Mark Díaz and Christina Fitzpatrick

UTC+9: 6:30-7:30
UTC+2: 23:30-0:30
UTC-7: 14:30-15:30

ONLINE: Tutorial Reschedule

"Competing for the Curb: The Anticipatory Politics of Micromobility"
Sarah Fox

UTC+9: 8:00-9:00
UTC+2: 1:00-2:00
UTC-7: 16:00-17:00

IN-PERSON AND ONLINE: Keynote IV

	André Brock (Chair: Alice Xiang)
	Room 202, 203 (180, 180)

UTC+9: 9:00-9:30
UTC+2: 2:30-2:30
UTC-7: 17:00-17:30

Break

UTC+9: 9:30-10:30
UTC+2: 2:30-3:30
UTC-7: 17:30-18:30

IN-PERSON AND ONLINE: Keynote Panel III

	Algorithmic Governance of the Public Sphere
	Meredith Clark, Tarleton Gillespie, Daphne Keller, Jon Kleinberg (Chair: Seth Lazar)
	Room 202, 203 (180, 180)

UTC+9: 10:30-10:45
UTC+2: 3:30-3:45
UTC-7: 18:30-18:45

Break

UTC+9: 10:45-11:45
UTC+2: 3:45-4:45
UTC-7: 18:45-19:45

IN-PERSON AND ONLINE: Keynote Panel and CRAFT

CRAFT 999: Mapping Data Stories in the Surveillance Ecosystem	Karen Hao in Conversation with William Isaac (Chair: Alice Xiang)

Jennifer Lee, Micah Epstein
Room 201	Room 202, 203 (180, 180)

UTC+9: 11:45-12:45
UTC+2: 4:45-5:45
UTC-7: 19:45-20:45

Lunch

UTC+9: 12:45-13:45
UTC+2: 5:45-6:45
UTC-7: 20:45-21:45

IN-PERSON: Proceedings 16

16A Identity and Visual/Linguistic Processing	16B Fair Ranking	16C Human and Machine Decision-Making
848 Surfacing Racial Stereotypes through Identity Portrayal 620 Markedness in Visual Semantic AI 622 Evidence for Hypodescent in Visual Semantic AI	637 Measuring Fairness of Rankings under Noisy Sensitive Information 278 Subverting Fair Image Search with Generative Adversarial Perturbations 1010 Fair ranking: a critical review, challenges, and future directions	973 Model Explanations with Differential Privacy 853 "There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making 986 Marrying Fairness and Explainability in Supervised Learning
Session Chair: Chinasa T. Okolo	Session Chair: Frederik Zuiderveen Borgesius	Session Chair: Aparna Balagopalan
Room 201	Room 202	Room 203

UTC+9: 13:45-14:00
UTC+2: 6:45-7:00
UTC-7: 21:45-22:00

Break

UTC+9: 14:00-15:00
UTC+2: 7:00-8:00
UTC-7: 22:00-23:00

IN-PERSON: Proceedings 17

17A AI in experimental health applications	17B Understanding and Achieving Structural Societal Change	17C Responsible Data Management
558 BCIs and human rights: Brave new rights for a brave new world 410 Multi-disciplinary fairness considerations in machine learning for clinical trials 175 Four Years of FAccT: A Reflexive, Mixed-Methods Analysis of Research Contributions, Shortcomings, and Future Prospects	929 Models for understanding and quantifying feedback in societal systems 828 Locality of Technical Objects and the Role of Structural Interventions for Systemic Change 293 The Long Arc of Fairness: Formalisations and Ethical Discourse	537 Smallset Timelines: A Visual Representation of Data Preprocessing Decisions 738 Adaptive Sampling Strategies to Construct Equitable Training Datasets 940 On the Existence of Simpler Machine Learning Models
Session Chair: Frederik Zuiderveen Borgesius	Session Chair: Virgínia Fernandes Mota	Session Chair: Amanda Coston
Room 201	Room 202	Room 203

UTC+9: 15:00-15:30
UTC+2: 8:00-8:30
UTC-7: 23:00-23:30

Break

UTC+9: 15:30-16:30
UTC+2: 8:30-9:30
UTC-7: 23:30-0:30

IN-PERSON: Proceedings 18

18A AI and Society	18B Novel Normative Challenges and Proposals	18C Hate Speech and Mistranslation
304 The Death of the Legal Subject: How Predictive Algorithms Are (Re)constructing Legal Subjectivity 887 What is the Bureaucratic Counterfactual? Categorical versus Algorithmic Prioritization in U.S. Social Policy 228 Affirmative Algorithms: Relational Equality as Algorithmic Fairness	80 Designing Up with Value-Sensitive Design: Building a Field Guide for Ethical Machine Learning Development 514 Limits of individual consent and models of distributed consent in online social networks 754 Should attention be all we need? The ethical and epistemic implications of unification in machine learning	846 Assessing Annotator Identity Bias via Item Response Theory: A Case Study in a Hate Speech Corpus 334 Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate speech Classification 326 Understanding and being understood: user strategies for identifying and recovering from mistranslations in machine translation-mediated chat
Session Chair: Robert Gorwa	Session Chair: Robindra Prabhu	Session Chair: Mayra Russo
Room 201	Room 202	Room 203

UTC+9: 16:30-17:00
UTC+2: 9:30-10:00
UTC-7: 0:30-1:00

Break

UTC+9: 17:00-18:00
UTC+2: 10:00-11:00
UTC-7: 1:00-2:00

IN-PERSON: Town Hall

Town Hall
Room 202

UTC+9: 18:00-21:30
UTC+2: 11:00-14:30
UTC-7: 2:00-5:30

Break

UTC+9: 21:30-22:00
UTC+2: 14:30-15:00
UTC-7: 5:30-6:00

ONLINE: Meet Someone!

UTC+9: 22:00-23:00
UTC+2: 15:00-16:00
UTC-7: 6:00-7:00

ONLINE: Town Hall

Town Hall (Online)
Town Hall (Online)

ACM FAccT 2022 Program

Day 1 (Tuesday, June 21 KST)

Day 2 (Wednesday, June 22 KST)

Day 3 (Thursday, June 23 KST)

Day 4 (Friday, June 24 KST)