Papers

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

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machine learning Sep 17 Exponential Hardness of Off-Policy Evaluation under History-Dependent Logging by Pranaya Jajoo machine learning Sep 17 Probabilistic Linear Explanations by Frederic Koriche, Jean-Marie Lagniez, Chi Tran machine learning Sep 17 Double descent is the principle of least action by Congzhou M Sha machine learning Sep 16 Knowledge as Orbit: Finite Collections as Phases of an Exactly Periodic Latent Generator by Siddharth Pal, Viktoria Rojkova machine learning Sep 14 Type Diversity Enables Transformers to Generalise Compositionally by Anssi Moisio, Mathias Creutz, Mikko Kurimo machine learning Sep 11 General Quantification of Covariate and Concept Shifts by Hongbo Chen, Li Charlie Xia machine learning Sep 11 Data Scarcity and Model Sparsity: Mixtures-of-Experts Overfit More to Repeated Data by Atindra Jha, Margaret Li, Jure Leskovec, Percy Liang, Luke Zettlemoyer machine learning Sep 11 Distance generalization in transformers: why bother with positional encoding? by Daniel Henrik Nevermann, Claudius Gros machine learning Sep 11 From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good by Nitesh V. Chawla, Paulo Benanti machine learning Sep 11 TART: A Modular Tool for Technique-Aware Audio-to-Tablature Guitar Transcription by Akshaj Gupta, Hwi Joo Park, Andrea Guzman, Shamak Gowda, Samhita Konduri, Jiachen Lian, Robin Netzorg, Gopala Anumanchipalli