Papers

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

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machine learning Sep 21 BrainWideBench: Benchmarking large-scale pretraining and across-animal transfer in multi-region neural recordings by Alexandre Andre, Shivashriganesh P. Mahato, Vinam Arora, Keshav Balaji, Divyansha Lachi, Nanda H. Krishna, Jingyun Xiao, Yizi Zhang, Ximeng Mao, Wenrui Ma, Han Yu, International Brain Laboratory, Daniel Birman, Niccolò Bonacchi, Gaelle A. Chapuis, Joana A. Catarino, Felicia Davatolhagh, Mayo Faulkner, Laura Freitas-Silva, Fei Hu, Julia M. Huntenburg, Anup Khanal, Inês Laranjeira, Petrina Lau, Guido T. Meijer, Nathaniel J. Miska, Jean-Paul Noel, Alejandro Pan-Vazquez, Georg Raiser, Cyrille Rossant, Karolina Z. Socha, Anne E. Urai, Miles J. Wells, Steven J. West, Olivier Winter, Blake Richards, Guillaume Lajoie, Cole Hurwitz, Mehdi Azabou, Matthew R. Whiteway, Liam Paninski, Eva L. Dyer machine learning Sep 21 Available Guardrails: Certifying Selective Prediction across ML Systems by Parivesh Priye, Yufeng Wang, Haibin Ling, Michael Chaykowsky machine learning Sep 21 $λ$-Controlled GRPO: Turning Flow-Matching Ratio Instability into a Budgeted Resource by Yufeng Wang, Parivesh Priye, Meeshawn Marathe, Ramit Pahwa machine learning Sep 21 COMPLEX: A Closed-Form Certified Embedding of Multiparameter Persistence Modules by Sushovan Majhi, Atish Mitra, Žiga Virk, Pramita Bagchi machine learning Sep 21 Abstention and Noise Filtering: Two Missing Primitives of Softmax Attention by Richard Zhe Wang ai Sep 21 Bayesian Belief Layer for Controllable Opinion Dynamics in LLM Agents by Hafsa Akbar, Daniel Platnick, Marjan Alirezaie, Hossein Rahnama ai Sep 21 A Lie Detector Test for Language Models: Reading Knowledge a Model Won't Reveal by Hiskias Dingeto machine learning Sep 21 Assessment of Machine Learning-Based Critical Heat Flux Models in the CTF Subchannel Code for Square Rod Bundle Prediction by Aidan Furlong, Vinicius de Melo Monteiro, Robert Salko, Juliana Pacheco Duarte, Xu Wu machine learning Sep 18 Embedding Models Measure in Peculiar Ways by Juri Opitz, Andrianos Michail ai Sep 18 Can 4D Foundation Models Remember? by Guangzhao He, Hadar Averbuch-Elor, Wei-Chiu Ma