Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time…
The SMART approach to instance-optimal online learningby Siddhartha Banerjee, Alankrita Bhatt, Christina Lee YuFirst submitted…
reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Useby Susobhan Ghosh, Yongyi Guo,…
Markovletics: Methods and A Novel Application for Learning Continuous-Time Markov Chain Mixturesby Fabian Spaeh, Charalampos…
When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedbackby…
Evaluating Very Long-Term Conversational Memory of LLM Agentsby Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit…
Robustly Learning Single-Index Models via Alignment Sharpnessby Nikos Zarifis, Puqian Wang, Ilias Diakonikolas, Jelena DiakonikolasFirst…
Massive Activations in Large Language Modelsby Mingjie Sun, Xinlei Chen, J. Zico Kolter, Zhuang LiuFirst…
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bitsby Shuming Ma,…
Stepwise Self-Consistent Mathematical Reasoning with Large Language Modelsby Zilong Zhao, Yao Rong, Dongyang Guo, Emek…