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Sharad Goel
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2020 – today
- 2024
- [i17]Johann D. Gaebler, Sharad Goel, Aziz Huq, Prasanna Tambe:
Auditing the Use of Language Models to Guide Hiring Decisions. CoRR abs/2404.03086 (2024) - 2023
- [j8]Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan, Ravi Shroff, Sharad Goel:
The Measure and Mismeasure of Fairness. J. Mach. Learn. Res. 24: 312:1-312:117 (2023) - [j7]Alex Chohlas-Wood, Madison Coots, Sharad Goel, Julian Nyarko:
Designing equitable algorithms. Nat. Comput. Sci. 3(7): 601-610 (2023) - [c37]Allison Koenecke, Eric Giannella, Robb Willer, Sharad Goel:
Popular Support for Balancing Equity and Efficiency in Resource Allocation: A Case Study in Online Advertising to Increase Welfare Program Awareness. ICWSM 2023: 494-506 - [c36]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:
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models. NeurIPS 2023 - [i16]Alex Chohlas-Wood, Madison Coots, Sharad Goel, Julian Nyarko:
Designing Equitable Algorithms. CoRR abs/2302.09157 (2023) - [i15]Allison Koenecke, Eric Giannella, Robb Willer, Sharad Goel:
Popular Support for Balancing Equity and Efficiency in Resource Allocation: A Case Study in Online Advertising to Increase Welfare Program Awareness. CoRR abs/2304.08530 (2023) - [i14]Michael Zanger-Tishler, Julian Nyarko, Sharad Goel:
Risk Scores, Label Bias, and Everything but the Kitchen Sink. CoRR abs/2305.12638 (2023) - [i13]Joshua Grossman, Sabina Tomkins, Lindsay Page, Sharad Goel:
The Disparate Impacts of College Admissions Policies on Asian American Applicants. CoRR abs/2308.04449 (2023) - [i12]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:
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models. CoRR abs/2308.11462 (2023) - 2022
- [c35]William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel:
Adaptive Sampling Strategies to Construct Equitable Training Datasets. FAccT 2022: 1467-1478 - [c34]Hamed Nilforoshan, Johann D. Gaebler, Ravi Shroff, Sharad Goel:
Causal Conceptions of Fairness and their Consequences. ICML 2022: 16848-16887 - [i11]William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel:
Adaptive Sampling Strategies to Construct Equitable Training Datasets. CoRR abs/2202.01327 (2022) - [i10]Hamed Nilforoshan, Johann Gaebler, Ravi Shroff, Sharad Goel:
Causal Conceptions of Fairness and their Consequences. CoRR abs/2207.05302 (2022) - 2021
- [j6]William Cai, Josh Grossman, Zhiyuan (Jerry) Lin, Hao Sheng, Johnny Tian-Zheng Wei, Joseph Jay Williams, Sharad Goel:
Bandit algorithms to personalize educational chatbots. Mach. Learn. 110(9): 2389-2418 (2021) - [c33]Alex Chohlas-Wood, Joe Nudell, Keniel Yao, Zhiyuan (Jerry) Lin, Julian Nyarko, Sharad Goel:
Blind Justice: Algorithmically Masking Race in Charging Decisions. AIES 2021: 35-45 - [c32]Hao Sheng, Keniel Yao, Sharad Goel:
Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data. AIES 2021: 221-230 - [c31]Julian Nyarko, Sharad Goel, Roseanna Sommers:
Breaking Taboos in Fair Machine Learning: An Experimental Study. EAAMO 2021: 14:1-14:11 - [c30]Zhiyuan (Jerry) Lin, Hao Sheng, Sharad Goel:
Probability Paths and the Structure of Predictions over Time. NeurIPS 2021: 15098-15110 - [i9]Hao Sheng, Keniel Yao, Sharad Goel:
Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data. CoRR abs/2105.01764 (2021) - [i8]Zhiyuan Lin, Hao Sheng, Sharad Goel:
Probability Paths and the Structure of Predictions over Time. CoRR abs/2106.06515 (2021) - [i7]Alex Chohlas-Wood, Madison Coots, Emma Brunskill, Sharad Goel:
Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making. CoRR abs/2109.08792 (2021) - 2020
- [j5]Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel:
Racial disparities in automated speech recognition. Proc. Natl. Acad. Sci. USA 117(14): 7684-7689 (2020) - [c29]William Cai, Johann Gaebler, Nikhil Garg, Sharad Goel:
Fair Allocation through Selective Information Acquisition. AIES 2020: 22-28 - [c28]Jongbin Jung, Ravi Shroff, Avi Feller, Sharad Goel:
Bayesian Sensitivity Analysis for Offline Policy Evaluation. AIES 2020: 64-70 - [c27]Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel:
An Experimental Study of Structural Diversity in Social Networks. ICWSM 2020: 661-670
2010 – 2019
- 2019
- [c26]Zhiyuan Lin, Alex Chohlas-Wood, Sharad Goel:
Guiding Prosecutorial Decisions with an Interpretable Statistical Model. AIES 2019: 469-476 - [c25]Camelia Simoiu, Chiraag Sumanth, Alok Shankar Mysore, Sharad Goel:
Studying the "Wisdom of Crowds" at Scale. HCOMP 2019: 171-179 - [c24]Camelia Simoiu, Joseph Bonneau, Christopher Gates, Sharad Goel:
"I was told to buy a software or lose my computer. I ignored it": A study of ransomware. SOUPS @ USENIX Security Symposium 2019 - [c23]Ricardo Baeza-Yates, Sharad Goel:
Designing Equitable Algorithms for the Web. WWW (Companion Volume) 2019: 1296 - [i6]Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel:
An Experimental Study of Structural Diversity in Social Networks. CoRR abs/1909.03543 (2019) - [i5]William Cai, Johann Gaebler, Nikhil Garg, Sharad Goel:
Fair Allocation through Selective Information Acquisition. CoRR abs/1911.02715 (2019) - 2018
- [c22]Emma Pierson, Sam Corbett-Davies, Sharad Goel:
Fast Threshold Tests for Detecting Discrimination. AISTATS 2018: 96-105 - [c21]Rajan Vaish, Shirish Goyal, Amin Saberi, Sharad Goel:
Creating Crowdsourced Research Talks at Scale. WWW 2018: 1-11 - [i4]Sam Corbett-Davies, Sharad Goel:
The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning. CoRR abs/1808.00023 (2018) - 2017
- [c20]Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq:
Algorithmic Decision Making and the Cost of Fairness. KDD 2017: 797-806 - [c19]Rajan Vaish, Sharad Goel, Amin Saberi:
Mobilizing the Crowd to Create an Open Repository of Research Talks. L@S 2017: 311-314 - [c18]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:
Crowd Research: Open and Scalable University Laboratories. UIST 2017: 829-843 - [c17]Jessica Su, Ansh Shukla, Sharad Goel, Arvind Narayanan:
De-anonymizing Web Browsing Data with Social Networks. WWW 2017: 1261-1269 - [i3]Sam Corbett-Davies, Emma Pierson, Avi Feller, Sharad Goel, Aziz Huq:
Algorithmic decision making and the cost of fairness. CoRR abs/1701.08230 (2017) - [i2]Emma Pierson, Sam Corbett-Davies, Sharad Goel:
Fast Threshold Tests for Detecting Discrimination. CoRR abs/1702.08536 (2017) - 2016
- [j4]Sharad Goel, Ashton Anderson, Jake M. Hofman, Duncan J. Watts:
The Structural Virality of Online Diffusion. Manag. Sci. 62(1): 180-196 (2016) - [c16]Ceren Budak, Sharad Goel, Justin M. Rao, Georgios Zervas:
Understanding Emerging Threats to Online Advertising. EC 2016: 561-578 - [c15]Jessica Su, Aneesh Sharma, Sharad Goel:
The Effect of Recommendations on Network Structure. WWW 2016: 1157-1167 - 2015
- [c14]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:
Investigating the "Wisdom of Crowds" at Scale. UIST (Adjunct Volume) 2015: 75-76 - 2014
- [j3]Sharad Goel, Daniel G. Goldstein:
Predicting Individual Behavior with Social Networks. Mark. Sci. 33(1): 82-93 (2014) - [i1]David Rothschild, Sharad Goel, Andrew Gelman, Doug Rivers:
The Mythical Swing Voter. CoRR abs/1406.7581 (2014) - 2013
- [c13]Quang Duong, Sharad Goel, Jake M. Hofman, Sergei Vassilvitskii:
Sharding social networks. WSDM 2013: 223-232 - 2012
- [c12]Sharad Goel, David M. Pennock, Mohammad Mahdian, Daniel M. Reeves:
TrustBets: betting over an IOU network. AAMAS 2012: 1319-1320 - [c11]Sharad Goel, Jake M. Hofman, M. Irmak Sirer:
Who Does What on the Web: A Large-Scale Study of Browsing Behavior. ICWSM 2012 - [c10]Sharad Goel, Duncan J. Watts, Daniel G. Goldstein:
The structure of online diffusion networks. EC 2012: 623-638 - 2010
- [j2]Sharad Goel, Jake M. Hofman, Sébastien Lahaie, David M. Pennock, Duncan J. Watts:
Predicting consumer behavior with Web search. Proc. Natl. Acad. Sci. USA 107(41): 17486-17490 (2010) - [c9]Sharad Goel, Daniel M. Reeves, Duncan J. Watts, David M. Pennock:
Prediction without markets. EC 2010: 357-366 - [c8]Sharad Goel, Andrei Z. Broder, Evgeniy Gabrilovich, Bo Pang:
Anatomy of the long tail: ordinary people with extraordinary tastes. WSDM 2010: 201-210
2000 – 2009
- 2009
- [j1]Sharad Goel, Sébastien Lahaie, Sergei Vassilvitskii:
Impression-plus-click auctions. SIGecom Exch. 8(2): 8 (2009) - [c7]Sharad Goel, Daniel M. Reeves, David M. Pennock:
Collective revelation: a mechanism for self-verified, weighted, and truthful predictions. EC 2009: 265-274 - [c6]Sharad Goel, Sébastien Lahaie, Sergei Vassilvitskii:
Contract Auctions for Sponsored Search. WINE 2009: 196-207 - [c5]Sharad Goel, Roby Muhamad, Duncan J. Watts:
Social search in "Small-World" experiments. WWW 2009: 701-710 - 2008
- [c4]Sharad Goel, David M. Pennock, Daniel M. Reeves, Cong Yu:
Yoopick: A Combinatorial Sports Prediction Market. AAAI 2008: 1880-1881 - [c3]Sharad Goel, John Langford, Alexander L. Strehl:
Predictive Indexing for Fast Search. NIPS 2008: 505-512 - [c2]Yiling Chen, Sharad Goel, David M. Pennock:
Pricing combinatorial markets for tournaments. STOC 2008: 305-314 - 2004
- [c1]Emin Gün Sirer, Sharad Goel, Mark Robson, Dogan Engin:
Eluding carnivores: file sharing with strong anonymity. ACM SIGOPS European Workshop 2004: 19
Coauthor Index
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