Papers

Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.

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machine learning Oct 14 Exact Topological Compliance: Generating Persistence-Equivalent Graphs by Mattie Ji, Indradyumna Roy, Vikas Garg machine learning Oct 14 Two Clocks: Why Larger Rollout Batches Learn Slower but Fail on Schedule in Reinforcement Learning with Verifiable Rewards by Yuante Li, Junwei Quan, Kai Qiu, Kate Zhang, Yicheng Tao ai Oct 14 MFG: Multi-turn Feedback Guided Molecular Optimization by Trieu Nguyen, Frazier N. Baker, Ruoxi Gao, Daniel Adu-Ampratwum, Xia Ning ai Oct 14 Who Improves the Robot? Toward Physical Recursive Self-Improvement by Hai Zhou, Fan Yang, Zeyi Chen, Lejun Zhang, Chenyang Fu, Jianping Li, Jiayi Zhu, Xianyang Liu, Yingxuan Yang, Lili Meng, Lu Wang, Xinyang Han, Jiankai Sun, Weirui Ye, Guanchu Wang, Wanhua Li, Ming Zhou, Boyi Li, Ming Jin, Kun Shao, Muhao Chen, Guang Chen, Lei Ma, Joey Tianyi Zhou, Costas Spanos, Xia Hu, Mac Schwager, Weinan Zhang, Qian Feng, Shangding Gu machine learning Oct 14 Fast Rates for Offline Q-Learning with KL Regularization by Yize Hao, Guangxin Jiang, Shuang Qiu ai Oct 12 Can Language Models Play the Wikipedia Game? by Alexander Hickey, Joanna Knight, James Bishop machine learning Oct 12 AI Models Can Provably Hide Arbitrary Capabilities by Andis Draguns, Sumeet Ramesh Motwani, Raymond Douglas, Christian Schroeder de Witt machine learning Oct 12 Goal-Oriented Bundle Management and Flow Control for Deep-Space Communications via Reinforcement Learning by Sajjad Baghaeea, Aimin Lib, Shanmugarajan Balasubramanian, Elif Uysal machine learning Oct 12 Designing Protein Structures from Natural Language by Joseph Lee, Yanjing Li, Bo Qiang, Gregory Lau, Allyson Ettinger, Noah A. Smith, Rory Donovan-Maiye, David Baker, Hanna Hajishirzi, Pang Wei Koh machine learning Oct 12 Revisiting Tabular Deep Regression: Objectives and the Limits of Global Early Stopping by Danil Rudenko, Georgii Bulgakov, Nikolay Kartashev, Ivan Rubachev, Daniil Krasylnikov, Artem Babenko