📄 Paper Explainer

Recent Papers from arXiv

• arXiv:2611.12884
  Guiding Data Allocation for Robust Subpopulation Generalization
  Zhaoying Pan, Yipei Wang, Shenyu Lu, et al.
  Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
• arXiv:2611.12880
  Kolmogorov-Chapman Maps: Trajectory-Free Learning for Simulating Molecular Dynamics
  Majdi Hassan, Marta Skreta, Dominique Beaini, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12878
  Adaptive Quantization Preserves Fast Rates for TD Learning over Rate-Limited Channels
  Sreejeet Maity, Aritra Mitra
  Machine Learning (cs.LG)
• arXiv:2611.12871
  Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection
  Amey Pasarkar, Adji Bousso Dieng
  Machine Learning (cs.LG)
• arXiv:2611.12869
  Where Does Alignment Emerge and What Does It Mean? A Closer Look at the Platonic Representation Hypothesis
  Julia Herbst, Simon Roschmann, Quentin Bouniot, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12835
  Mitigating Agentic Deception via Evaluation-Side Partially Observable Games
  Hanxiao Li, Shutong Liu, Yongjia Ma, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12832
  What the Loss Curve Misses: FP4 Pretraining Slows the Acquisition of Rare Facts
  Chang Lu, Mengjiao Zhang
  Machine Learning (cs.LG)
• arXiv:2611.12815
  Inversion-Free High-Dimensional Counterfactual Inference
  Saketh Vishnubhatla, Pingchuan Ma, Shu Wan, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12799
  Agentic-OPD: Recovering Forgotten Agent Capabilities via On-Policy Distillation for Agentic Tasks
  Tingcheng Bian, Kangye Gong, Jinchang Luo, et al.
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
• arXiv:2611.12796
  Smartphone-Enabled Depth-Aware Transillumination Imaging for Detection of Chicken Breast Fillet Myopathies in Chicken Fillets
  Chaitanya Pallerla, Ramesh Bahadur Bist, Yihong Feng, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12777
  Anchor Behavior, Not Parameters: Rehearsal-Free Continual Learning with a Single Shared Prompt
  Duy-Cuong Bui, Trung-Anh Dang, Vincent Nguyen, et al.
  Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
• arXiv:2611.12747
  Clique Constraints for Exact Causal Structure Learning
  Xiaoyu He, Pavel Rytíř, Petr Ryšavý, et al.
  Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)
• arXiv:2611.12732
  $Σ$-LeWM: Learning World Models via S-Information for Robot Control
  Xinrui Zu, Michael Przystupa, Zhao Yang, et al.
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
• arXiv:2611.12729
  KiteNorm: Variance Regularisation for Stable and Scalable Post-LN Transformers
  Leon A. Trochelmann, Sajad Movahedi, Shiwei Liu, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12728
  Safe Reinforcement Learning for Multi-Turn Clinical Agents: When Dense Rewards Beat Outcome Rewards
  Brendan P. Murphy, Agustina Saenz
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
• arXiv:2611.12725
  Scaling Taxonomy-Free Image Labeling with Generative AI: A Multimodal
  Zhenjie Zhang, Sainan Chen, Kshiteesh Hegde, et al.
  Machine Learning (cs.LG); Information Retrieval (cs.IR)
• arXiv:2611.12702
  Fisher-Glass Learning: Classification Bounds and Subpopulation Audits
  El Mustapha Mansouri
  Machine Learning (cs.LG); Machine Learning (stat.ML)
• arXiv:2611.12696
  Generalized Adaptive Boosting and the Geometry of Mistakes
  Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi, et al.
  Machine Learning (cs.LG); Machine Learning (stat.ML)
• arXiv:2611.12695
  TACTUS: A Robotic Palpation System for Spatially Heterogeneous Hardness Mapping of Woody Breast Myopathy
  Chaitanya Pallerla, Yihong Feng, Avisekh Tripathy, et al.
  Machine Learning (cs.LG)
• arXiv:2611.12694
  Agnostic Marginal-Nonuniform Learning
  Tanmay Devale, Steve Hanneke, Amirreza Shaeiri
  Machine Learning (cs.LG)
• arXiv:2611.12689
  CoilStellaration: A Dataset and Benchmark for Engineering-Aware Stellarator Coilset Generation
  Jan-Hendrik Ewers, Santiago A. Cadena, Nicolò Foppiani, et al.
  Machine Learning (cs.LG); Plasma Physics (physics.plasm-ph)
• arXiv:2611.12668
  Controlled Binary Assignment Flows
  Paul Fröhling, Christoph Schnörr
  Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
• arXiv:2611.12665
  Trade Promotion Optimisation for Consumer Goods
  Ankur Verma, Namrata Gupta
  Machine Learning (cs.LG)
• arXiv:2611.12662
  Certify, Report, or Refuse: Harm-Constrained Conformal Prediction for Clinical Actions
  Zhiyuan Li, Lequan Yu
  Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
• arXiv:2611.12643
  Simulation-aided Reinforcement Learning with Control Variates
  Omer Hemo, Ido Sefi, Mirco Mutti, et al.
  Machine Learning (cs.LG); Robotics (cs.RO)