Publication De-Biasing Relevance Judgements for Fair Ranking Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi, Bhaskar Mitra, Morteza Zihayat, Ebrahim Bagheri Proceedings of the 45th European Conference on Information Retrieval (ECIR) | January 2023
Publication Taking Search to Task Chirag Shah, Ryen W. White, Paul Thomas, Bhaskar Mitra, Shawon Sarkar, Nicholas Belkin Proceedings of the 8th ACM SIGIR Conference On Human Information Interaction And Retrieval | January 2023
Publication When does return-conditioned supervised learning work for offline reinforcement learning? David Brandfonbrener, Alberto Bietti, Jacob Buckman, Romain Laroche, Joan Bruna Neural Information Processing Systems | December 2022 Project Project
Publication Generation Probabilities are Not Enough: Improving Error Highlighting for AI Code Suggestions Helena Vasconcelos, Gagan Bansal, Adam Fourney, Q. Vera Liao, Jennifer Wortman Vaughan NeurIPS Workshop on Human-Centered AI | October 2022
Publication Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI Q. Vera Liao, Yunfeng Zhang, Ronny Luss, Finale Doshi-Velez, Amit Dhurandhar AAAI Conference on Human Computation and Crowdsourcing | October 2022 Best Paper Award, Honorable Mention Project
Publication A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu ACM Transactions on Information Systems (TOIS) | August 2022
Publication Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad AIES 2022 | July 2022
Publication Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu, Xingdi Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer, Alex Schwing ICML 2022 | July 2022
Publication Are We There Yet? A Decision Framework for Replacing Term-Based Retrieval with Dense Retrieval Systems Sebastian Hofstätter, Nick Craswell, Bhaskar Mitra, Hamed Zamani, Allan Hanbury June 2022
Publication Measuring the Carbon Intensity of AI in Cloud Instances Remi Tachet des Combes, Erika Odmark, Will Buchanan ACM Conference on Fairness, Accountability, and Transparency | June 2022 Project
Research
Research