Publication Imitating Human Behaviour with Diffusion Models Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin ICLR 2023 | May 2023
Publication Provable Safe Reinforcement Learning with Binary Feedback Andrew Bennett, Dipendra Misra, Nathan Kallus 2023 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 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 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 2023 International Conference on Learning Representations | April 2023
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 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 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 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
