Conservative

Ask about this topic

Momentum

5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 24

All topics
CardsList

  1. Reserve-Aware Contrast Certificates for Conservative Bandits with Uncertain Baselines

    Sep 30, 2026Qinchuan ChengBanditsConservative

    School of Automation Science and Engineering, Xi’an Jiaotong University, Xi’an, China

  2. Beyond Conservatism: Recoverability-Conditioned Exploration for Model-Based Imitation Learning

    Sep 27, 2026Xuanlin Chen, Ziyue Wang, Xunlan Zhou +3Imitation LearningImitation

    School of Intelligent Science and Technology, Nanjing University, China · National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University, China

  3. Robust Failure, Conservative Repair: Textual Knowledge Distillation from Cross-Model Failures

    Sep 21, 2026Andrew Ren, Haokun Liu, Chenhao TanKnowledge DistillationProbe-Logit Distillation

    University of Chicago

  4. A Conservative OCR-Enabled Workflow for R214 Sodium Screening of South African Packaged Foods

    Sep 14, 2026Mayimunah Nagayi, Alice Scaria Khan, Tamryn Frank +2DietScreening

    Department of Computer Science University of the Western Cape Cape Town, South Africa · School of Public Health University of the Western Cape Cape Town, South Africa · Department of Dietetics and Nutrition University of the Western Cape Cape Town, South Africa +1

  5. Geospatial AI, Dataverse Metadata, and the Study of Place-Based Government

    Sep 12, 2026Danny EBanks, Devika JainGeospatialGeospatial Reasoning

    Harvard University

  6. Reciprocity Separates Gradient Flow from Rotation in Conservative Physical Learning

    Aug 31, 2026Ruiwu Niu, Xiaowen Bi, Michaël Antonie van WykWasserstein Gradient FlowsGradient

    Department of Data Science and Digital Innovation, Hong Kong Shue Yan University · Faculty of Science and Technology, Beijing Normal-Hong Kong Baptist University · School of Electrical and Information Engineering, University of the Witwatersrand, Johannesburg, South Africa

  7. When LLM Defenses Backfire: Characterizing Safety, Performance, and Cost Trade-offs

    Jul 27, 2026Tong Zhang, Zexin Li, Simin Chen +1LLM Defense MechanismsLarge Language Models Fail

    Fudan University · University of California, Riverside · Columbia University

  8. Conservative Query and Adaptive Regularization for Offline RL Under Uncertainty Estimation

    Jul 21, 2026Li-Rong Zhou, Qin-Wen Luo, Sheng-Jun HuangOffline Reinforcement LearningConservative

    Nanjing University of Aeronautics and Astronautics, Nanjing, China

  9. UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma

    Jul 8, 2026Chongyu Fan, Pengfei Liu, Jingjia Huang +2Large Language Model Reinforcement LearningFrictive Policy Optimization

    ByteDance Seed · Michigan State University

  10. Conservative Subject Invariant EMG-based Gesture Recognition

    Jul 4, 2026Hamed Rafiei, Ali MousaviHand Gesture RecognitionEmotion Recognition

    Department of Electrical Engineering, Center of Excellence on Soft Computing and Intelligent Information Processing, Ferdowsi University of Mashhad, Mashhad, Iran · Department of Computer Engineering, Ne. C., Islamic Azad University, Neyshabur, Iran

  11. Pessimism's Paradox: Conservative Offline Training Amplifies Reward Hacking During Online Adaptation in Reasoning Models

    Jun 29, 2026Subramanyam Sahoo, Aman Chadha, Vinija Jain +1ConservativePessimism

    1Horizon Research · 2Apple · 3Meta +1

  12. Dynamic Objective Selection with Safeguards and LLM Oversight for Financial Decision-Making

    Jun 2, 2026Keigo Sakurai, Takahiro Ogawa, Miki Haseyama +2Portfolio ConstructionSequential Decision Making

    Hokkaido University · Nomura Asset Management Co., Ltd. · Kobe University +1

  13. UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

    May 28, 2026Aditya UpadhyayModel-Based Reinforcement LearningOffline Reinforcement Learning

    IIIT Delhi

  14. Calibrating Conservatism for Scalable Oversight

    May 27, 2026William Overman, Mohsen BayatiScalable OversightConservative

    Stanford Graduate School of Business, Stanford University, Stanford, CA, USA.

  15. Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models

    May 21, 2026Krishnakumar BalasubramanianVelocity FieldConvergence

    Department of Statistics, University of California, Davis

  16. Support-aware offline policy selection for advertising marketplaces

    May 20, 2026Prashant Shekhar, Caroline HowardPolicy EvaluationOff-Policy Learning

    Department of Mathematics Embry-Riddle Aeronautical University, Daytona Beach, FL, USA

  17. LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control

    May 20, 2026Seogyeong Jeong, Kiwoong Park, Seyoung Song +4Large Language Model EvaluationLinguistics

    KAIST · BMW Group

  18. NewsLens: A Multi-Agent Framework for Adversarial News Bias Navigation

    May 17, 2026Joy BoseHeadlinesGeopolitical Grounding Interacts

    Independent Researcher, Bengaluru, India

  19. Learning Context-conditioned Gaussian Overbounds for Convolution-Based Uncertainty Propagation

    May 15, 2026Ruirui Liu, Xuejie Hou, Yiping Jiang +1Uncertainty QuantificationConfidence Intervals

    Department of Aeronautical and Aviation Engineering, The Hong Kong Polytechnic University, Hong Kong, China

  20. LiSA: Lifelong Safety Adaptation via Conservative Policy Induction

    May 14, 2026Minbeom Kim, Lesly Miculicich, Bhavana Dalvi Mishra +6Artificial Intelligence SafetyGuardrail

    Google Cloud AI Research · Google · Seoul National University

  21. Maximal Controlled Invariant-MPC: Enhancing Feasibility and Reducing Conservatism through Terminal CBF Constraint in Safety-Critical Control

    May 7, 2026Tanmay Dokania, Yashwanth Kumar NakkaControl Barrier FunctionsModel Predictive Control

    Graduate Student, Daniel Guggenheim School of Aerospace Engineering. · Assistant Professor, Director, Aerospace Robotics Lab, Daniel Guggenheim School of Aerospace Engineering.

  22. Approximate Next Policy Sampling: Replacing Conservative Target Policy Updates in Deep RL

    May 6, 2026Dillon Sandhu, Ronald ParrBoltzmann PoliciesConservative

    Department of Computer Science, Duke University, USA

  23. False Feasibility in Variable Impedance MPC for Legged Locomotion

    Apr 24, 2026Vishal RameshImpedance ControlModel Predictive Control

  24. Assessing VLM-Driven Semantic-Affordance Inference for Non-Humanoid Robot Morphologies

    Apr 21, 2026Jess Jones, Raul Santos-Rodriguez, Sabine HauertSemantic-Affordance InferenceAffordances

    Bristol Robotics Laboratory, University of Bristol Bristol, United Kingdom · University of Bristol Bristol, United Kingdom