Sharad Goel

According to our database, Sharad Goel authored at least 53 papers between 2004 and 2024.

Collaborative distances:

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2024

Guidance for unbiased predictive information for healthcare decision-making and equity (GUIDE): considerations when race may be a prognostic factor.

Keren Ladin, John Cuddeback, O. Kenrik Duru, Sharad Goel, William Harvey, Jinny G. Park, Jessica K. Paulus, Joyce Sackey, Richard Sharp, Ewout W. Steyerberg, Berk Ustun, David van Klaveren, Saul N. Weingart, David M. Kent

npj Digit. Medicine, 2024

Auditing the Use of Language Models to Guide Hiring Decisions.

Johann D. Gaebler, Sharad Goel, Aziz Huq, Prasanna Tambe

CoRR, 2024

2023

Designing equitable algorithms.

Alex Chohlas-Wood, Madison Coots, Sharad Goel, Julian Nyarko

Nat. Comput. Sci., 2023

The Measure and Mismeasure of Fairness.

Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan, Ravi Shroff, Sharad Goel

J. Mach. Learn. Res., 2023

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models.

Neel Guha, Julian Nyarko, Daniel E. Ho, Christopher Ré, Adam Chilton, Aditya Narayana, Alex Chohlas-Wood, Austin Peters, Brandon Waldon, Daniel N. Rockmore, Diego Zambrano, Dmitry Talisman, Enam Hoque, Faiz Surani, Frank Fagan, Galit Sarfaty, Gregory M. Dickinson, Haggai Porat, Jason Hegland, Jessica Wu, Joe Nudell, Joel Niklaus, John J. Nay, Jonathan H. Choi, Kevin Tobia, Margaret Hagan, Megan Ma, Michael A. Livermore, Nikon Rasumov-Rahe, Nils Holzenberger, Noam Kolt, Peter Henderson, Sean Rehaag, Sharad Goel, Shang Gao, Spencer Williams, Sunny Gandhi, Tom Zur, Varun Iyer, Zehua Li

CoRR, 2023

The Disparate Impacts of College Admissions Policies on Asian American Applicants.

Joshua Grossman, Sabina Tomkins, Lindsay Page, Sharad Goel

CoRR, 2023

Risk Scores, Label Bias, and Everything but the Kitchen Sink.

Michael Zanger-Tishler, Julian Nyarko, Sharad Goel

CoRR, 2023

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models.

Neel Guha, Julian Nyarko, Daniel E. Ho, Christopher Ré, Adam Chilton, K. Aditya, Alex Chohlas-Wood, Austin Peters, Brandon Waldon, Daniel N. Rockmore, Diego Zambrano, Dmitry Talisman, Enam Hoque, Faiz Surani, Frank Fagan, Galit Sarfaty, Gregory M. Dickinson, Haggai Porat, Jason Hegland, Jessica Wu, Joe Nudell, Joel Niklaus, John J. Nay, Jonathan H. Choi, Kevin Tobia, Margaret Hagan, Megan Ma, Michael A. Livermore, Nikon Rasumov-Rahe, Nils Holzenberger, Noam Kolt, Peter Henderson, Sean Rehaag, Sharad Goel, Shang Gao, Spencer Williams, Sunny Gandhi, Tom Zur, Varun Iyer, Zehua Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Popular Support for Balancing Equity and Efficiency in Resource Allocation: A Case Study in Online Advertising to Increase Welfare Program Awareness.

Allison Koenecke, Eric Giannella, Robb Willer, Sharad Goel

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

2022

Causal Conceptions of Fairness and their Consequences.

Hamed Nilforoshan, Johann D. Gaebler, Ravi Shroff, Sharad Goel

Proceedings of the International Conference on Machine Learning, 2022

Adaptive Sampling Strategies to Construct Equitable Training Datasets.

William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Bandit algorithms to personalize educational chatbots.

William Cai, Josh Grossman, Zhiyuan (Jerry) Lin, Hao Sheng, Johnny Tian-Zheng Wei, Joseph Jay Williams, Sharad Goel

Mach. Learn., 2021

Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making.

Alex Chohlas-Wood, Madison Coots, Emma Brunskill, Sharad Goel

CoRR, 2021

Probability Paths and the Structure of Predictions over Time.

Zhiyuan (Jerry) Lin, Hao Sheng, Sharad Goel

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Breaking Taboos in Fair Machine Learning: An Experimental Study.

Julian Nyarko, Sharad Goel, Roseanna Sommers

Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021

Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data.

Hao Sheng, Keniel Yao, Sharad Goel

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

Blind Justice: Algorithmically Masking Race in Charging Decisions.

Alex Chohlas-Wood, Joe Nudell, Keniel Yao, Zhiyuan (Jerry) Lin, Julian Nyarko, Sharad Goel

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Racial disparities in automated speech recognition.

Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel

Proc. Natl. Acad. Sci. USA, 2020

An Experimental Study of Structural Diversity in Social Networks.

Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Bayesian Sensitivity Analysis for Offline Policy Evaluation.

Jongbin Jung, Ravi Shroff, Avi Feller, Sharad Goel

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

Fair Allocation through Selective Information Acquisition.

William Cai, Johann Gaebler, Nikhil Garg, Sharad Goel

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

2019

Designing Equitable Algorithms for the Web.

Ricardo Baeza-Yates, Sharad Goel

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

"I was told to buy a software or lose my computer. I ignored it": A study of ransomware.

Camelia Simoiu, Joseph Bonneau, Christopher Gates, Sharad Goel

Proceedings of the Fifteenth Symposium on Usable Privacy and Security, 2019

Studying the "Wisdom of Crowds" at Scale.

Camelia Simoiu, Chiraag Sumanth, Alok Shankar Mysore, Sharad Goel

Proceedings of the Seventh AAAI Conference on Human Computation and Crowdsourcing, 2019

Guiding Prosecutorial Decisions with an Interpretable Statistical Model.

Zhiyuan Lin, Alex Chohlas-Wood, Sharad Goel

Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018

The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning.

Sam Corbett-Davies, Sharad Goel

CoRR, 2018

Creating Crowdsourced Research Talks at Scale.

Rajan Vaish, Shirish Goyal, Amin Saberi, Sharad Goel

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Fast Threshold Tests for Detecting Discrimination.

Emma Pierson, Sam Corbett-Davies, Sharad Goel

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

De-anonymizing Web Browsing Data with Social Networks.

Jessica Su, Ansh Shukla, Sharad Goel, Arvind Narayanan

Proceedings of the 26th International Conference on World Wide Web, 2017

Crowd Research: Open and Scalable University Laboratories.

Rajan Vaish, Snehalkumar (Neil) S. Gaikwad, Geza Kovacs, Andreas Veit, Ranjay Krishna, Imanol Arrieta Ibarra, Camelia Simoiu, Michael J. Wilber, Serge J. Belongie, Sharad Goel, James Davis, Michael S. Bernstein

Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017

Mobilizing the Crowd to Create an Open Repository of Research Talks.

Rajan Vaish, Sharad Goel, Amin Saberi

Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Algorithmic Decision Making and the Cost of Fairness.

Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

The Structural Virality of Online Diffusion.

Sharad Goel, Ashton Anderson, Jake M. Hofman, Duncan J. Watts

Manag. Sci., 2016

The Effect of Recommendations on Network Structure.

Jessica Su, Aneesh Sharma, Sharad Goel

Proceedings of the 25th International Conference on World Wide Web, 2016

Understanding Emerging Threats to Online Advertising.

Ceren Budak, Sharad Goel, Justin M. Rao, Georgios Zervas

Proceedings of the 2016 ACM Conference on Economics and Computation, 2016

2015

Investigating the "Wisdom of Crowds" at Scale.

Alok Shankar Mysore, Vikas S. Yaligar, Imanol Arrieta Ibarra, Camelia Simoiu, Sharad Goel, Ramesh Arvind, Chiraag Sumanth, Arvind Srikantan, Bhargav HS, Mayank Pahadia, Tushar Dobha, Atif Ahmed, Mani Shankar, Himani Agarwal, Rajat Agarwal, Sai Anirudh-Kondaveeti, Shashank Arun-Gokhale, Aayush Attri, Arpita Chandra, Yogitha Chilukur, Sharath Dharmaji, Deepak Garg, Naman Gupta, Paras Gupta, Glincy Mary Jacob, Siddharth Jain, Shashank Joshi, Tarun Khajuria, Sameeksha Khillan, Sandeep Konam, Praveen Kumar-Kolla, Sahil Loomba, Rachit Madan, Akshansh Maharaja, Vidit Mathur, Bharat Munshi, Mohammed Nawazish, Venkata Neehar-Kurukunda, Venkat Nirmal-Gavarraju, Sonali Parashar, Harsh Parikh, Avinash Paritala, Amit Patil, Rahul Phatak, Mandar Pradhan, Abhilasha Ravichander, Krishna Sangeeth, Sreecharan Sankaranarayanan, Vibhor Sehgal, Ashrith Sheshan, Suprajha Shibiraj, Aditya Singh, Anjali Singh, Prashant Sinha, Pushkin Soni, Bipin Thomas, Kasyap Varma-Dattada, Sukanya Venkataraman, Pulkit Verma, Ishan Yelurwar

Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

2014

Predicting Individual Behavior with Social Networks.

Sharad Goel, Daniel G. Goldstein

Mark. Sci., 2014

The Mythical Swing Voter.

David Rothschild, Sharad Goel, Andrew Gelman, Doug Rivers

CoRR, 2014

2013

Sharding social networks.

Quang Duong, Sharad Goel, Jake M. Hofman, Sergei Vassilvitskii

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

2012

The structure of online diffusion networks.

Sharad Goel, Duncan J. Watts, Daniel G. Goldstein

Proceedings of the 13th ACM Conference on Electronic Commerce, 2012

Who Does What on the Web: A Large-Scale Study of Browsing Behavior.

Sharad Goel, Jake M. Hofman, M. Irmak Sirer

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

TrustBets: betting over an IOU network.

Sharad Goel, David M. Pennock, Mohammad Mahdian, Daniel M. Reeves

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2010

Predicting consumer behavior with Web search.

Sharad Goel, Jake M. Hofman, Sébastien Lahaie, David M. Pennock, Duncan J. Watts

Proc. Natl. Acad. Sci. USA, 2010

Anatomy of the long tail: ordinary people with extraordinary tastes.

Sharad Goel, Andrei Z. Broder, Evgeniy Gabrilovich, Bo Pang

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Prediction without markets.

Sharad Goel, Daniel M. Reeves, Duncan J. Watts, David M. Pennock

Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010

2009

Impression-plus-click auctions.

Sharad Goel, Sébastien Lahaie, Sergei Vassilvitskii

SIGecom Exch., 2009

Social search in "Small-World" experiments.

Sharad Goel, Roby Muhamad, Duncan J. Watts

Proceedings of the 18th International Conference on World Wide Web, 2009

Contract Auctions for Sponsored Search.

Sharad Goel, Sébastien Lahaie, Sergei Vassilvitskii

Proceedings of the Internet and Network Economics, 5th International Workshop, 2009

Collective revelation: a mechanism for self-verified, weighted, and truthful predictions.

Sharad Goel, Daniel M. Reeves, David M. Pennock

Proceedings of the Proceedings 10th ACM Conference on Electronic Commerce (EC-2009), 2009

2008

Pricing combinatorial markets for tournaments.

Yiling Chen, Sharad Goel, David M. Pennock

Proceedings of the 40th Annual ACM Symposium on Theory of Computing, 2008

Predictive Indexing for Fast Search.

Sharad Goel, John Langford, Alexander L. Strehl

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Yoopick: A Combinatorial Sports Prediction Market.

Sharad Goel, David M. Pennock, Daniel M. Reeves, Cong Yu

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2004

Eluding carnivores: file sharing with strong anonymity.

Emin Gün Sirer, Sharad Goel, Mark Robson, Dogan Engin

Proceedings of the 11st ACM SIGOPS European Workshop, 2004