Solon Barocas - RankMe

84 papers A* 9A 1C 3Journal 50Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	A Framework to Characterize Reporting on Generative AI Use. CHI Agathe Balayn, Varun Nagaraj Rao, Su Lin Blodgett, Aylin Caliskan, Solon Barocas
2026	J	`jnl`	Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming. CoRR Alexandra Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna M. Wallach
2026	—	`conf`	Effects of Generative AI Errors on User Reliance Across Task Difficulty. CHI Extended Abstracts Jacy Reese Anthis, Hannah Cha, Solon Barocas, Alexandra Chouldechova, Jake M. Hofman
2025	J	`jnl`	AI Automatons: AI Systems Intended to Imitate Humans. CoRR Alexandra Olteanu, Solon Barocas, Su Lin Blodgett, Lisa Egede, Alicia DeVrio, Myra Cheng
2025	J	`jnl`	Bridging Prediction and Intervention Problems in Social Systems. CoRR Lydia T. Liu, Inioluwa Deborah Raji, Angela Zhou, Luke Guerdan, Jessica Hullman, Daniel Malinsky, Bryan Wilder, Simone Zhang, Hammaad Adam, Amanda Coston, Benjamin Laufer, Ezinne Nwankwo, Michael Zanger-Tishler, Eli Ben-Michael, Solon Barocas, Avi Feller, Marissa Gerchick, Talia Gillis, Shion Guha, Daniel E. Ho, Lily Hu, Kosuke Imai, Sayash Kapoor, Joshua Loftus, Razieh Nabi, Arvind Narayanan, Ben Recht, Juan Carlos Perdomo, Matthew J. Salganik, Mark P. Sendak, Alexander Tolbert, Berk Ustun, Suresh Venkatasubramanian, Angelina Wang, Ashia Wilson
2025	J	`jnl`	Designing Algorithmic Delegates: The Role of Indistinguishability in Human-AI Handoff. CoRR Sophie Greenwood, Karen Levy, Solon Barocas, Hoda Heidari, Jon M. Kleinberg
2025	A*	`conf`	Designing Algorithmic Delegates: the Role of Indistinguishability in Human-AI Handoff. EC Sophie Greenwood, Karen Levy, Solon Barocas, Hoda Heidari, Jon M. Kleinberg
2025	—	`conf`	Disclosure without Engagement: An Empirical Review of Positionality Statements at FAccT. FAccT Hope Schroeder, Akshansh Pareek, Solon Barocas
2025	J	`jnl`	Distinguishing Predictive and Generative AI in Regulation. CoRR Jennifer Wang, Andrew D. Selbst, Solon Barocas, Suresh Venkatasubramanian
2025	—	`conf`	Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways. FAccT Angelina Wang, Xuechunzi Bai, Solon Barocas, Su Lin Blodgett
2025	—	`conf`	Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge. ICML (Position Papers) Hanna M. Wallach, Meera A. Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alexandra Chouldechova, Emily Corvi, P. Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nicholas J. Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
2025	J	`jnl`	Position: Evaluating Generative AI Systems is a Social Science Measurement Challenge. CoRR Hanna M. Wallach, Meera A. Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alexandra Chouldechova, Emily Corvi, P. Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nicholas Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
2025	J	`jnl`	Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor. CoRR Alexandra Olteanu, Su Lin Blodgett, Agathe Balayn, Angelina Wang, Fernando Diaz, Flávio du Pin Calmon, Margaret Mitchell, Michael D. Ekstrand, Reuben Binns, Solon Barocas
2025	J	`jnl`	Statistical Guarantees in the Search for Less Discriminatory Algorithms. CoRR Chris Hays, Benjamin Laufer, Solon Barocas, Manish Raghavan
2025	J	`jnl`	Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work. Proc. ACM Hum. Comput. Interact. Wesley Hanwen Deng, Solon Barocas, Jennifer Wortman Vaughan
2025	A*	`conf`	Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review. CHI Rock Yuren Pang, Hope Schroeder, Kynnedy Simone Smith, Solon Barocas, Ziang Xiao, Emily Tseng, Danielle Bragg
2025	J	`jnl`	Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review. CoRR Rock Yuren Pang, Hope Schroeder, Kynnedy Simone Smith, Solon Barocas, Ziang Xiao, Emily Tseng, Danielle Bragg
2025	J	`jnl`	Validating LLM-as-a-Judge Systems in the Absence of Gold Labels. CoRR Luke Guerdan, Solon Barocas, Kenneth Holstein, Hanna M. Wallach, Zhiwei Steven Wu, Alexandra Chouldechova
2025	—	`conf`	What Constitutes a Less Discriminatory Algorithm? CSLAW Benjamin Laufer, Manish Raghavan, Solon Barocas
2024	J	`jnl`	A Framework for Evaluating LLMs Under Task Indeterminacy. CoRR Luke Guerdan, Hanna M. Wallach, Solon Barocas, Alexandra Chouldechova
2024	J	`jnl`	A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts. CoRR Alexandra Chouldechova, Chad Atalla, Solon Barocas, A. Feder Cooper, Emily Corvi, P. Alex Dow, Jean Garcia-Gathright, Nicholas Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington, Hanna M. Wallach
2024	A*	`conf`	Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification. AAAI A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi, Solon Barocas, Christopher De Sa, James Grimmelmann, Jon M. Kleinberg, Siddhartha Sen, Baobao Zhang
2024	J	`jnl`	Dimensions of Generative AI Evaluation Design. CoRR P. Alex Dow, Jennifer Wortman Vaughan, Solon Barocas, Chad Atalla, Alexandra Chouldechova, Hanna M. Wallach
2024	J	`jnl`	Evaluating Generative AI Systems is a Social Science Measurement Challenge. CoRR Hanna M. Wallach, Meera A. Desai, Nicholas Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alexandra Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, P. Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
2024	J	`jnl`	Fundamental Limits in the Search for Less Discriminatory Algorithms - and How to Avoid Them. CoRR Benjamin Laufer, Manisch Raghavan, Solon Barocas
2024	J	`jnl`	Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice. CoRR A. Feder Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alexandra Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, Nicole Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando A. Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, Amy Cyphert, Mark A. Lemley, danah boyd, Jennifer Wortman Vaughan, Miles Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna M. Wallach, Nicolas Papernot, Katherine Lee
2024	J	`jnl`	Measuring machine learning harms from stereotypes: requires understanding who is being harmed by which errors in what ways. CoRR Angelina Wang, Xuechunzi Bai, Solon Barocas, Su Lin Blodgett
2024	A*	`conf`	On the Actionability of Outcome Prediction. AAAI Lydia T. Liu, Solon Barocas, Jon M. Kleinberg, Karen Levy
2024	J	`jnl`	Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work. CoRR Wesley Hanwen Deng, Solon Barocas, Jennifer Wortman Vaughan
2024	J	`jnl`	The Legal Duty to Search for Less Discriminatory Algorithms. CoRR Emily Black, Logan Koepke, Pauline Kim, Solon Barocas, Mingwei Hsu
2023	—	`conf`	Against Predictive Optimization: On the Legitimacy of Decision-Making Algorithms that Optimize Predictive Accuracy. FAccT Angelina Wang, Sayash Kapoor, Solon Barocas, Arvind Narayanan
2023	—	`conf`	Informational Diversity and Affinity Bias in Team Growth Dynamics. EAAMO Hoda Heidari, Solon Barocas, Jon M. Kleinberg, Karen Levy
2023	J	`jnl`	Informational Diversity and Affinity Bias in Team Growth Dynamics. CoRR Hoda Heidari, Solon Barocas, Jon M. Kleinberg, Karen Levy
2023	—	`conf`	Multi-Target Multiplicity: Flexibility and Fairness in Target Specification under Resource Constraints. FAccT Jamelle Watson-Daniels, Solon Barocas, Jake M. Hofman, Alexandra Chouldechova
2023	J	`jnl`	Multi-Target Multiplicity: Flexibility and Fairness in Target Specification under Resource Constraints. CoRR Jamelle Watson-Daniels, Solon Barocas, Jake M. Hofman, Alexandra Chouldechova
2023	J	`jnl`	On the Actionability of Outcome Prediction. CoRR Lydia T. Liu, Solon Barocas, Jon M. Kleinberg, Karen Levy
2023	A*	`conf`	Taxonomizing and Measuring Representational Harms: A Look at Image Tagging. AAAI Jared Katzman, Angelina Wang, Morgan Klaus Scheuerman, Su Lin Blodgett, Kristen Laird, Hanna M. Wallach, Solon Barocas
2023	J	`jnl`	Taxonomizing and Measuring Representational Harms: A Look at Image Tagging. CoRR Jared Katzman, Angelina Wang, Morgan Klaus Scheuerman, Su Lin Blodgett, Kristen Laird, Hanna M. Wallach, Solon Barocas
2023	J	`jnl`	Variance, Self-Consistency, and Arbitrariness in Fair Classification. CoRR A. Feder Cooper, Solon Barocas, Christopher De Sa, Siddhartha Sen
2022	J	`jnl`	An Uncommon Task: Participatory Design in Legal AI. CoRR Fernando A. Delgado, Solon Barocas, Karen Levy
2022	J	`jnl`	An Uncommon Task: Participatory Design in Legal AI. Proc. ACM Hum. Comput. Interact. Fernando A. Delgado, Solon Barocas, Karen Levy
2022	—	`conf`	Disentangling the Components of Ethical Research in Machine Learning. FAccT Carolyn Ashurst, Solon Barocas, Rosie Campbell, Inioluwa Deborah Raji
2022	—	`conf`	Measuring Representational Harms in Image Captioning. FAccT Angelina Wang, Solon Barocas, Kristen Laird, Hanna M. Wallach
2022	J	`jnl`	Measuring Representational Harms in Image Captioning. CoRR Angelina Wang, Solon Barocas, Kristen Laird, Hanna M. Wallach
2022	C	`conf`	Mimetic Models: Ethical Implications of AI that Acts Like You. AIES Reid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson
2022	J	`jnl`	Mimetic Models: Ethical Implications of AI that Acts Like You. CoRR Reid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson
2022	—	`conf`	Model Multiplicity: Opportunities, Concerns, and Solutions. FAccT Emily Black, Manish Raghavan, Solon Barocas
2022	J	`jnl`	On modeling human perceptions of allocation policies with uncertain outcomes. SIGecom Exch. Hoda Heidari, Solon Barocas, Jon M. Kleinberg, Karen Levy
2022	—	`conf`	REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. FAccT Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan
2022	J	`jnl`	REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research. CoRR Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna M. Wallach, Jennifer Wortman Vaughan
2021	—	`conf`	Algorithmic Auditing and Social Justice: Lessons from the History of Audit Studies. EAAMO Briana Vecchione, Karen Levy, Solon Barocas
2021	J	`jnl`	Algorithmic Auditing and Social Justice: Lessons from the History of Audit Studies. CoRR Briana Vecchione, Solon Barocas, Karen Levy
2021	J	`jnl`	Better Together? How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness. CoRR Kate Donahue, Solon Barocas
2021	—	`conf`	Better Together?: How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness. FAccT Kate Donahue, Solon Barocas
2021	C	`conf`	Computer Vision and Conflicting Values: Describing People with Automated Alt Text. AIES Margot J. Hanley, Solon Barocas, Karen Levy, Shiri Azenkot, Helen Nissenbaum
2021	J	`jnl`	Computer Vision and Conflicting Values: Describing People with Automated Alt Text. CoRR Margot J. Hanley, Solon Barocas, Karen Levy, Shiri Azenkot, Helen Nissenbaum
2021	C	`conf`	Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs. AIES Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, W. Duncan Wadsworth, Hanna M. Wallach
2021	J	`jnl`	Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs. CoRR Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, W. Duncan Wadsworth, Hanna M. Wallach
2021	A*	`conf`	On Modeling Human Perceptions of Allocation Policies with Uncertain Outcomes. EC Hoda Heidari, Solon Barocas, Jon M. Kleinberg, Karen Levy
2021	J	`jnl`	On Modeling Human Perceptions of Allocation Policies with Uncertain Outcomes. CoRR Hoda Heidari, Solon Barocas, Jon M. Kleinberg, Karen Levy
2021	J	`jnl`	Responsible computing during COVID-19 and beyond. Commun. ACM Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miroslav Dudík, Benjamin Fish, Mary L. Gray, Brent J. Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna M. Wallach, Marion Zepf
2020	A*	`conf`	Language (Technology) is Power: A Critical Survey of "Bias" in NLP. ACL Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna M. Wallach
2020	J	`jnl`	Language (Technology) is Power: A Critical Survey of "Bias" in NLP. CoRR Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna M. Wallach
2020	—	`conf`	Mitigating bias in algorithmic hiring: evaluating claims and practices. FAT* Manish Raghavan, Solon Barocas, Jon M. Kleinberg, Karen Levy
2020	—	`conf`	Roles for computing in social change. FAT* Rediet Abebe, Solon Barocas, Jon M. Kleinberg, Karen Levy, Manish Raghavan, David G. Robinson
2020	—	`conf`	The hidden assumptions behind counterfactual explanations and principal reasons. FAT* Solon Barocas, Andrew D. Selbst, Manish Raghavan
2020	—	`conf`	The meaning and measurement of bias: lessons from natural language processing. FAT* Abigail Z. Jacobs, Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna M. Wallach
2020	—	`conf`	When not to design, build, or deploy. FAT* Solon Barocas, Asia J. Biega, Benjamin Fish, Jedrzej Niklas, Luke Stark
2019	J	`jnl`	Mitigating Bias in Algorithmic Employment Screening: Evaluating Claims and Practices. CoRR Manish Raghavan, Solon Barocas, Jon M. Kleinberg, Karen Levy
2019	—	`conf`	Problem Formulation and Fairness. FAT Samir Passi, Solon Barocas
2019	J	`jnl`	Problem Formulation and Fairness. CoRR Samir Passi, Solon Barocas
2019	J	`jnl`	Roles for Computing in Social Change. CoRR Rediet Abebe, Solon Barocas, Jon M. Kleinberg, Karen Levy, Manish Raghavan, David G. Robinson
2019	J	`jnl`	The Hidden Assumptions Behind Counterfactual Explanations and Principal Reasons. CoRR Solon Barocas, Andrew D. Selbst, Manish Raghavan
2018	J	`jnl`	Debiasing Desire: Addressing Bias & Discrimination on Intimate Platforms. CoRR Jevan A. Hutson, Jessie G. Taft, Solon Barocas, Karen Levy
2018	J	`jnl`	Debiasing Desire: Addressing Bias & Discrimination on Intimate Platforms. Proc. ACM Hum. Comput. Interact. Jevan A. Hutson, Jessie G. Taft, Solon Barocas, Karen Levy
2017	J	`jnl`	Big Data, Data Science, and Civil Rights. CoRR Solon Barocas, Elizabeth Bradley, Vasant G. Honavar, Foster J. Provost
2017	J	`jnl`	Engaging the ethics of data science in practice. Commun. ACM Solon Barocas, danah boyd
2017	J	`jnl`	Social and Technical Trade-Offs in Data Science. Big Data Solon Barocas, danah boyd, Sorelle A. Friedler, Hanna M. Wallach
2017	J	`jnl`	Ten simple rules for responsible big data research. PLoS Comput. Biol. Matthew Zook, Solon Barocas, danah boyd, Kate Crawford, Emily Keller, Seeta Peña Gangadharan, Alyssa Goodman, Rachelle Hollander, Barbara König, Jacob Metcalf, Arvind Narayanan, Alondra Nelson, Frank Pasquale
2016	A	`conf`	WSDM 2016 Workshop on the Ethics of Online Experimentation. WSDM Fernando Diaz, Solon Barocas
2014	J	`jnl`	Big data's end run around procedural privacy protections. Commun. ACM Solon Barocas, Helen Nissenbaum
2012	J	`jnl`	A Critical Look at Decentralized Personal Data Architectures CoRR Arvind Narayanan, Vincent Toubiana, Solon Barocas, Helen Nissenbaum, Dan Boneh
2012	—	`conf`	The price of precision: voter microtargeting and its potential harms to the democratic process. PLEAD@CIKM Solon Barocas
2010	A*	`conf`	Adnostic: Privacy Preserving Targeted Advertising. NDSS Vincent Toubiana, Arvind Narayanan, Dan Boneh, Helen Nissenbaum, Solon Barocas