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All Explained Papers · cs.LG

1727 papers in cs.LG. Page 5 of 87. ← Back to home

• arXiv:2608.18827 · cs.LG+2 · submitted 2026-08-19 · explained 2026-08-20
  MLREF: Efficient Module Reuse for Reward Design in Reinforcement Learning via Large Language Models
  Chenglin Liu, Xun Wang, Ruishuo Chen, et al.
• arXiv:2608.18849 · cs.LG+2 · submitted 2026-08-19 · explained 2026-08-20
  GEAR: Generative Expansion and Real Anchoring for Two-Stage Distillation of Tabular Foundation Models
  Qi Qin, Jiajie Zhu, Dali Chen, et al.
• arXiv:2608.18851 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  Multi-stage neural operator learning with application for convolutions
  Zhiping Mao, Zhenye Wen, Yong Zhang, et al.
• arXiv:2608.18887 · cs.LG · submitted 2026-08-19 · explained 2026-08-20
  Graph-Based Approaches to Learning Epileptogenic Zone Localization Using Stereo-EEG Recordings
  Daniel Wendelken, Brian Ervin, Ravindra Arya, et al.
• arXiv:2608.18903 · cs.LG · submitted 2026-08-19 · explained 2026-08-20
  A FEM-Based Surrogate Modelling and Optimization Framework for Physics-Constrained Electromagnetic Coil Design
  Yucheng Liu
• arXiv:2608.18910 · cs.LG+3 · submitted 2026-08-19 · explained 2026-08-20
  On the Slow Convergence to Trivial Solutions of Algorithms for Hard Optimization Problems
  Ali Hussaini Umar, Jean Barbier, Matthieu Jonckheere, et al.
• arXiv:2608.18911 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  Converting Expert Deliberation into Financial Signals Through A Context-Aware NLP Pipeline
  Vivek Batra, Kristin Chen, Sanjiv Das, et al.
• arXiv:2608.18918 · cs.LG · submitted 2026-08-19 · explained 2026-08-20
  Score the Algebra, Not the Span: Reduction for Transfer Operator Models of Dynamical Systems
  Mark Kozdoba, Shie Mannor
• arXiv:2608.18919 · cs.LG · submitted 2026-08-19 · explained 2026-08-20
  Lost in Aggregation: How Benchmarks Overlook Irreplaceable Model Strengths
  Andrej Tschalzev, Stefan Lüdtke, Heiner Stuckenschmidt, et al.
• arXiv:2608.18932 · cs.LG · submitted 2026-08-19 · explained 2026-08-20
  Transportable Causal Effect Estimation across Networks under Interference
  Xiaojing Du, Jiuyong Li, Lin Liu, et al.
• arXiv:2608.18936 · cs.LG+2 · submitted 2026-08-19 · explained 2026-08-20
  Graphical Design of Interpretable Architectures
  Pietro Barbiero
• arXiv:2608.18940 · cs.LG+3 · submitted 2026-08-19 · explained 2026-08-20
  Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis
  Bogdan Zagribelnyy, Ivan Ilin, Nikita Bondarev, et al.
• arXiv:2608.18969 · cs.LG · submitted 2026-08-19 · explained 2026-08-20
  Fuzzy Accuracy Compensates for Label Subjectivity in Classification of Skin Tone Using Wearable Photoplethysmography Signals The project (22HLT01 QUMPHY) has received funding from the European Partnership on Metrology, co-financed from the European Union’s Horizon Europe Research and Innovation Programme and by the Participating States. Funding for NPL was provided by Innovate UK under the Horizon Europe Guarantee Extension, grant number 10084125. ~2026 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
  Padmini Krishnadas, Urs Hackstein, Alen Bosnjakovic, et al.
• arXiv:2608.18982 · cs.LG+2 · submitted 2026-08-19 · explained 2026-08-20
  A Molecular Foundation Model In-Context Probabilistic Inference
  Blazej Banaszewski, Andrew W. Fitzgibbon
• arXiv:2608.19013 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  [][c] -0.22 [height=1.2em]Figures/logo.pdf 0.3em Harness Continual Learning: Continual [0.10em] [][c] -2.50em Adaptation Beyond Model Parameters
  Borui Kang, Jinrui Gu, Junhan Lv, et al.
• arXiv:2608.19049 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  Multi-Agent Off-Policy Deep Reinforcement Learning for Smart Campus Coverage
  Omar Rady, Mohamed Ayman, Ali Arafa, et al.
• arXiv:2608.19084 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  Does Mapping Non-Maximal Probabilities to GMM Components Matter for S-JEPA Encoder Representations?
  Wenxuan He, Yunpeng Li, Shan Liang
• arXiv:2608.19098 · cs.LG+2 · submitted 2026-08-19 · explained 2026-08-20
  Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation
  Huan-ang Gao, Haohan Chi, Yong Yan, et al.
• arXiv:2608.19115 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  Pretraining Reusable Inference Across Views with Synthetic Task Priors
  Jielong Lu, Zhihao Wu, Jiajun Yu, et al.
• arXiv:2608.19117 · cs.LG+1 · submitted 2026-08-19 · explained 2026-08-20
  Enhancing EBSD throughput of battery electrode materials using super-resolution
  John Mangum, Andrew Glaws, Francois Usseglio-Viretta, et al.