Publication MathPrompter: Mathematical Reasoning using Large Language Models Shima Imani, Liang Du, Harsh Shrivastava Meeting of the Association for Computational Linguistics | July 2023 Project
Publication Minimax Rates for Conditional Density Estimation via Empirical Entropy Blair Bilodeau, Dylan Foster, Daniel M. Roy Annals of Statistics | July 2023
Publication Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography Shahrzad Gholami, Lea Scheppke, Rahul Dodhia, Juan M. Lavista Ferres, Dr. Aaron Lee ICML Workshop on Interpretable Machine Learning in Healthcare (IMLH 2023), Short Paper | July 2023 Project
Publication Combinatorial categorized bandits with expert rankings Gaurav Sinha, Sayak Ray Chowdhury, Nagarajan Natarajan, Amit Sharma UAI | July 2023
Publication Two-in-One: A Model Hijacking Attack Against Text Generation Models Wai Man Si, Michael Backes, Yang Zhang, Ahmed Salem USENIX Security Symposium | July 2023
Publication OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang ICML 2023 | July 2023
Publication Personalized retrieval over millions of items Hemanth Vemuri, Sheshansh Agrawal, Shivam Mittal, Deepak Saini, Akshay Soni, Abhinav V. Sambasivan, Wenhao Lu, Yajun Wang, Mehul Parsana, Purushottam Kar, Manik Varma In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023
Publication Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adisha Singla, Gustavo Soares International Conference on Educational Data Mining | July 2023
Publication PLEX: Making the Most of the Available Data for Robotic Manipulation Pretraining Garrett Thomas, Ching-An Cheng, Ricky Loynd, Felipe Vieira Frujeri, Vibhav Vineet, Mihai Jalobeanu, Andrey Kolobov CoRL 2023 | June 2023
Publication Goal Representations for Instruction Following: A Semi-Supervised Language Interface to Control Vivek Myers, Andre He, Kuan Fang, Homer Walke, Philippe Hansen-Estruch, Ching-An Cheng, Mihai Jalobeanu, Andrey Kolobov, Anca Dragan, Sergey Levine CoRL 2023 | June 2023