Publication Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation Yu Chen, Yihan Du, Pihe Hu, Siwei Wang, Desheng Wu, Longbo Huang ICLR 2024 | July 2023
Publication A complete characterization of linear estimators for offline policy evaluation Juan C. Perdomo, Akshay Krishnamurthy, Peter Bartlett, Sham Kakade Journal of Machine Learning Research | July 2023
Publication On the Complexity of Multi-Agent Decision Making: From Learning in Games to Partial Monitoring Dylan Foster, Dean P. Foster, Noah Golowich, Alexander Rakhlin Conference on Learning Theory | July 2023
Publication Instance-Optimality in Interactive Decision Making: Toward a Non-Asymptotic Theory Andrew Wagenmaker, Dylan Foster Conference on Learning Theory | July 2023
Publication Large Language Models for Supply Chain Optimization Beibin Li, Konstantina Mellou, Bo Zhang, Jeevan Pathuri, Ishai Menache July 2023 July 2023 Project
Publication The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding Hao Fang, Anusha Balakrishnan, Harsh Jhamtani, John Bufe, Jean Crawford, Jayant Krishnamurthy, Adam Pauls, Jason Eisner, Jacob Andreas, Dan Klein Findings of ACL 2023 | July 2023 Video
Publication Privacy-Preserving Domain Adaptation of Semantic Parsers Fatemehsadat Mireshghallah, Yu Su, Richard Shin, Tatsunori Hashimoto, Jason Eisner ACL 2023 | July 2023 Video
Publication Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations Asma Ben Abacha, Wen-wai Yim, Griffin Adams, Neal Snider, Meliha Yetisgen ClinicalNLP@ACL 2023 | July 2023
Publication Semi-Offline Reinforcement Learning for Optimized Text Generation Changyu Chen, Xiting Wang, Yiqiao Jin, Victor Ye Dong, Li Dong, Jim Cao, Yi Liu, Rui Yan International Conference on Machine Learning (ICML) | July 2023
Publication Generative Sentiment Transfer via Adaptive Masking Yingze Xie, Jie Xu, Liqiang QIao, Feiran Huang, Yun Liu, Chaozhuo Li PAKDD 2023 | July 2023 Best Paper Runner-up