31. The Probably Approximately Correct Learning Model in Computational Learning Theory
    2025/11/11 by Rocco A. Servedio, Servedio, Rocco A. · 1 voice · 1 citation
    #stat.ML #cs.LG
32. LLM Output Drift: Cross-Provider Validation & Mitigation for Financial Workflows
    2025/11/10 by Raffi Khatchadourian, R. Escobar Franco, Rolando Franco +2 · 5 voices
    Business, Management and Accounting · Computer Science · #Auditing, Earnings Management, Governance #Explainable Artificial Intelligence (XAI) #Financial Reporting and XBRL #cs.AI #cs.CL #cs.LG #stat.ML
33. Deep sequence models tend to memorize geometrically; it is unclear why
    2025/10/30 by Shahriar Noroozizadeh, Vaishnavh Nagarajan, Elan Rosenfeld +1 · 11 voices · 1 citation
    #cs.LG #cs.AI #cs.CL #stat.ML
34. Cross-Validated Causal Inference: a Modern Method to Combine Experimental and Observational Data
    2025/11/01 by Xuelin Yang, Licong Lin, Yang, Xuelin +7 · 1 voice · 1 citation
    #econ.EM #stat.ME #stat.ML
35. Tensor Logic: The Language of AI
    2025/10/14 by Pedro Domingos, Domingos, Pedro · 15 voices · 1 citation
    Computer Science · #Computability, Logic, AI Algorithms #cs.AI #cs.LG #cs.NE #cs.PL #stat.ML
36. Seesaw: Accelerating Training by Balancing Learning Rate and Batch Size Scheduling
    2025/10/16 by Alexandru Meterez, Meterez, Alexandru, Depen Morwani +9 · 1 citation
    #cs.LG #cs.AI #math.OC #stat.ML
37. A Simple Method for PMF Estimation on Large Supports
    2025/10/16 by Alex Shtoff, Shtoff, Alex · 1 voice
    Computer Science · Mathematics · #Advanced Graph Neural Networks #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #cs.LG #stat.ML
38. Cautious Weight Decay
    2025/10/14 by Lizhang Chen, Chen, Lizhang, Jonathan Li +16 · 1 voice · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #cs.LG #math.OC #stat.ML
39. An Exploration of Non-Euclidean Gradient Descent: Muon and its Many Variants
    2025/10/10 by Michael Crawshaw, Crawshaw, Michael, Chirag Modi +5 · 1 voice · 5 citations
    #cs.LG #stat.ML
40. Transferable Generative Models Bridge Femtosecond to Nanosecond Time-Step Molecular Dynamics
    2025/10/08 by Juan Viguera Diez, Diez, Juan Viguera, Mathias Schreiner +3 · 1 voice · 4 citations
    Mathematics · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #physics.chem-ph #stat.ML
41. The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain
    2025/09/30 by Adrian Kosowski, Przemysław Uznański, Kosowski, Adrian +7 · 27 voices · 4 citations
    #cs.NE #cs.AI #cs.LG #stat.ML
42. Offline Reinforcement Learning in Large State Spaces: Algorithms and Guarantees
    2025/10/05 by Nan Jiang, Jiang, Nan, Tengyang Xie +1 · 1 voice · 2 citations
    Computer Science · #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
43. Predictively Oriented Posteriors
    2025/10/02 by Yann McLatchie, Badr-Eddine Cherief-Abdellatif, McLatchie, Yann +5 · 1 voice · 2 citations
    Engineering · #Topology Optimization in Engineering #stat.ME #stat.ML
44. Training Agents Inside of Scalable World Models
    2025/09/29 by Danijar Hafner, Wilson Yan, Hafner, Danijar +3 · 4 voices · 19 citations
    Computer Science · Mathematics · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.AI #cs.LG #cs.RO #stat.ML
45. Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
    2025/09/29 by Leonardo Defilippis, Defilippis, Leonardo, Yizhou Xu +13 · 1 voice · 5 citations
    #cs.LG #cond-mat.dis-nn #cs.AI #stat.ML
46. GLASS Flows: Transition Sampling for Alignment of Flow and Diffusion Models
    2025/09/29 by Peter Holderrieth, Uriel Singer, Holderrieth, Peter +9 · 1 voice
    Computer Science · Earth and Planetary Sciences · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geological Modeling and Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
47. Machine Learning. The Science of Selection under Uncertainty
    2025/09/25 by Yevgeny Seldin, Seldin, Yevgeny · 1 voice · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
48. Best-of-∞ -- Asymptotic Performance of Test-Time LLM Ensembling
    2025/09/25 by Junpei Komiyama, Daisuke Oba, Komiyama, Junpei +3 · 1 voice
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
49. Reversible Deep Equilibrium Models
    2025/09/16 by Sam McCallum, McCallum, Sam, Kamran Arora +3 · 1 voice · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
50. A transport approach to the cutoff phenomenon
    2025/09/10 by Francesco Pedrotti, Justin Salez, Pedrotti, Francesco +1 · 1 voice · 1 citation
    Business, Management and Accounting · Mathematics · #Advanced Queuing Theory Analysis #Markov Chains and Monte Carlo Methods #Stochastic processes and statistical mechanics #math.AP #math.PR #math.ST #stat.ML
51. Fantastic Pretraining Optimizers and Where to Find Them
    2025/09/02 by Kaiyue Wen, Wen, Kaiyue, David Hall +5 · 5 voices · 26 citations
    #cs.LG #cs.AI #stat.ML
52. Neural Conditional Simulation for Complex Spatial Processes
    2025/08/27 by Julia Walchessen, Andrew Zammit-Mangion, Walchessen, Julia +5 · 2 citations
    #stat.ME #stat.ML
53. The Information Dynamics of Generative Diffusion
    2025/08/27 by Dejan Stancevic, Ambrogioni, Luca, Luca Ambrogioni · 2 voices · 2 citations
    #stat.ML #cs.AI #cs.LG
54. On the Edge of Memorization in Diffusion Models
    2025/08/25 by Sam Buchanan, Buchanan, Sam, Druv Pai +5 · 2 voices · 3 citations
    #cs.LG #stat.ML
55. Predictability Enables Parallelization of Nonlinear State Space Models
    2025/08/22 by Xavier Gonzalez, Leo Kozachkov, Gonzalez, Xavier +7 · 1 voice · 6 citations
    Computer Science · Engineering · Mathematics · #37N40 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #cs.LG #eess.SY #electronic engineering #information engineering #math.DS #math.OC #stat.ML
56. Simulation-Based Inference: A Practical Guide
    2025/08/18 by Michael Deistler, Deistler, Michael, Jan Boelts +25 · 3 voices · 11 citations
    #stat.ML #cs.LG
57. Multivariate Planar Curves: A Statistical Framework for Shape Analysis in Images
    2025/08/15 by Issam-Ali Moindjié, Cédric Beaulac, Moindjié, Issam-Ali +3 · 1 citation
    #stat.ME #cs.CV #stat.ML
58. Dimension-Free Bounds for Generalized First-Order Methods via Gaussian Coupling
    2025/08/14 by Galen Reeves, Reeves, Galen · 1 voice · 2 citations
    #stat.ML #math.PR #math.ST
59. Valid Inference with Imperfect Synthetic Data
    2025/08/08 by Yewon Byun, Shantanu Gupta, Byun, Yewon +8 · 6 voices · 2 citations
    Mathematics · #Statistical Methods and Inference #cs.AI #cs.LG #stat.ML
60. Estimating the size of a set using cascading exclusion
    2025/08/07 by Sourav Chatterjee, Chatterjee, Sourav, Persi Diaconis +3 · 2 voices · 1 citation
    #math.ST #cs.IT #math.PR #stat.ML

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