Publication Transformers Learn Shortcuts to Automata Bingbin Liu, Jordan Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang ICLR | May 2023 oral presentation
Publication Hybrid RL: Using both offline and online data can make RL efficient Yuda Song, Yifei Zhou, Ayush Sekhari, J. Andrew Bagnell, Akshay Krishnamurthy, Wen Sun International Conference on Learning Representations | April 2023
Publication Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | April 2023 Project
Publication Provable Safe Reinforcement Learning with Binary Feedback Andrew Bennett, Dipendra Misra, Nathan Kallus International Conference on Artificial Intelligence and Statistics | April 2023
Publication Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games Stephanie Milani, Arthur Juliani, Ida Momennejad, Raluca Stevenson, Jaroslaw Rzepecki, Alison Shaw, Gavin Costello, Fei Fang, Sam Devlin, Katja Hofmann CHI | April 2023 Project
Publication Streaming Active Learning with Deep Neural Networks Akanksha Saran, Safoora Yousefi, Akshay Krishnamurthy, John Langford, Jordan Ash ICML 2023 | March 2023
Publication Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models Alex Lamb, Riashat Islam, Yonathan Efroni, Aniket Didolkar, Dipendra Misra, Dylan Foster, Olalekan Ogunmolu, Rajan Chari, Akshay Krishnamurthy, John Langford Transactions on Machine Learning Research | February 2023
Publication Taxonomizing and Measuring Representational Harms: A Look at Image Tagging Jared Katzman, Angelina Wang, Morgan Scheuerman, Su Lin Blodgett, Kristen Laird, Hanna Wallach, Solon Barocas AAAI 2022 | February 2023
Publication GAM Coach: Towards Interactive and User-Centered Algorithmic Recourse Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | February 2023 Project
Publication Budget Pacing in Repeated Auctions: Regret and Efficiency Without Convergence Jason Gaitonde, Yingkai Li, Bar Light, Brendan Lucier, Aleksandrs Slivkins Innovations in Theoretical Computer Science | January 2023
Research
Research