Publication Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context Lakshya A Agrawal, Aditya Kanade, Navin Goyal, Shuvendu Lahiri, Sriram Rajamani NeurIPS 2023 | June 2023 Preprint Project
Publication Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help? Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin , Rich Caruana Conference on Health, Inference, and Learning (CHIL) 2023 | June 2023
Publication Towards Building Autonomous Data Services on Azure Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin A Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas C. Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan ACM SIGMOD | June 2023
Publication Exploring Perspectives on the Impact of Artificial Intelligence on the Creativity of Knowledge Work: Beyond Mechanised Plagiarism and Stochastic Parrots Advait Sarkar Proceedings of the ACM Symposium on Human-Computer Interaction for Work (CHIWORK 2023) | June 2023 Project Project
Publication LongCoder: A Long-Range Pre-trained Language Model for Code Completion Daya Guo, Canwen Xu, Nan Duan, Jian Yin, Julian McAuley ICML 2023 | June 2023
Publication Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games Dylan Foster, Noah Golowich, Sham M. Kakade ICML 2023 | June 2023
Publication Retrosynthetic Planning with Dual Value Networks Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu ICML 2023 | June 2023
Publication Geometric Clifford Algebra Networks David Ruhe, Jayesh K. Gupta, Steven de Keninck, Max Welling, Johannes Brandstetter ICML 2023 | June 2023
Publication Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space Michael Diao, Krishnakumar Balasubramanian, Sinho Chewi, Adil Salim ICML 2023 | June 2023
Publication Fairness in Streaming Submodular Maximization over a Matroid Constraint Marwa El Halabi, Federico Fusco, Ashkan Norouzi-Fard, Jakab Tardos, Jakub Tarnawski ICML 2023 | June 2023