Plan Regret

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2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Beyond Energy: When Sustainability Dimensions Reshape LLM Serving Decisions

    Sep 28, 2026Tianyao Shi, Xipeng Shen, Yi DingLarge Language Model ServingEnergy Consumption

    Elmore Family School of Electrical and Computer Engineering, Purdue University, USA

  2. Guiding Worker Self-Selection in Crowdsourcing Contests: An LLM-Augmented Algorithmic Approach

    Sep 7, 2026Nguyen Thach, Hau Chan, David Parkes +1Crowdsourced FrameworkCompetition

    University of Nebraska-Lincoln Lincoln, Nebraska, USA · Harvard University Cambridge, Massachusetts, USA

  3. Constant Individual Regret in General Games

    Aug 31, 2026Mingyang Liu, Gabriele Farina, Asuman OzdaglarImperfect-Information GamesPlan Regret

    LIDS, EECS, Massachusetts Institute of Technology

  4. Generative Distributionally Robust Optimization

    Jul 27, 2026Ziwei Zhang, Jonathan Yu-Meng Li, Zhihao JinDistributionally-Robust OptimizationRobust Optimization

    1Telfer School of Management, University of Ottawa · Department of Electrical and Computer Engineering, Western University

  5. Short-Term Pain for Long-Term Gain: Adaptive Experiment with Post-Commitment Reward Shift

    Jul 26, 2026Puping Jiang, Wei TangPlan RegretStochastic Convex Optimization

    Antai College of Economics and Management, Shanghai Jiao Tong University · The Chinese University of Hong Kong

  6. Training with (Swap) Regret Loss in a Single-Layer Self-Attention Model: A Case Study on the Probability Simplex

    Jul 25, 2026Chanwoo Park, Asuman OzdaglarPlan RegretSelf-Play

    1MIT EECS

  7. One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies

    Jul 23, 2026Minh Ngoc Ta, My Anh Tran Nguyen, Duong D. Nguyen +2ClarificationQuestion

    MBZUAI · BKAI Research Center, Hanoi University of Science and Technology · INSAIT, Sofia University "St. Kliment Ohridski"

  8. Online Optimization of Difference-of-Convex Compositions with Smooth Mappings

    Jul 21, 2026Jingwei Ji, Jong-Shi Pang, Renyuan XuStochastic Convex OptimizationPlan Regret

    Management Science and Engineering, Stanford University · The Daniel J. Epstein Department of Industrial and Systems Engineering, University of Southern California

  9. Optimizing the Preconditioner: A Black-box Online-to-Nonconvex Conversion with Static Regret Minimization Oracles

    Jul 20, 2026Haichen Hu, David Simchi-LeviStochastic Convex OptimizationInterval Regret

    Center for Computational Science and Engineering, MIT · Department of Civil and Environmental Engineering, MIT · Institute for Data, Systems, and Society, MIT

  10. Lower Bound on the Cumulative Constrained Violation for the OGD+Projection algorithm for Constrained Online Convex Optimization (COCO)

    Jul 12, 2026Haricharan Balasundaram, Karthick Krishna Mahendran, Rahul Vaze\Widetilde{\Mathcal{O}}(\Sqrt{T})$ RegretConvex Loss

  11. Optimal Coarse Correlated Equilibria in Mean Field Games: Linear Programming and No-Regret Learning

    Jun 18, 2026Luciano Campi, Federico Cannerozzi, Ioannis TzouanasMean Field GamesEquilibrium

    DEPARTMENT OF MATHEMATICS “FEDERIGO ENRIQUES”, UNIVERSITY OF MILAN, VIA SALDINI 50, 20133, MILAN, ITALY. · CENTER FOR MATHEMATICAL ECONOMICS (IMW), BIELEFELD UNIVERSITY, BIELEFELD, GERMANY.

  12. Filtered ANN as a Phase Transition: When Selectivity-Estimation Error Causes Plan Regret

    Jun 15, 2026Madhulatha Mandarapu, Sandeep KunkunuruApproximate Nearest-Neighbor SearchPlan Regret

    VaidhyaMegha Private Limited, India

  13. When Does q-error Predict Plan Regret? Three Regimes of Cardinality-Estimation Error

    Jun 14, 2026Madhulatha Mandarapu, Sandeep KunkunuruPrediction ErrorPlan Regret

    VaidhyaMegha Private Limited, India

  14. Fairness in two-player zero-sum games with bandit feedback

    May 31, 2026S Akash, Pratik GajaneImperfect-Information GamesBandits

    LatentForce.ai Bengaluru, India · Laboratoire d’Informatique Fondamentale d’Orléans University of Orléans, France

  15. Boundedly Rational Meta-Learning in Sequential Consumer Choice

    May 15, 2026Mehrzad Khosravi, Max Kleiman-Weiner, Hema YoganarasimhanMeta-LearningConsumption

    University of Washington

  16. Regret Analysis of Guided Diffusion for Black-Box Optimization over Structured Inputs

    May 11, 2026Masaki Adachi, Anita Yang, Yakun Wang +1Black-Box OptimizationDiffusion Models

    Toyota Motor Corporation · Lattice Lab · University of Bristol

  17. Decision-Focused Learning via Tangent-Space Projection of Prediction Error

    May 2, 2026Junhyeong Lee, Sangjin Jin, Yongjae LeePlan RegretPrediction Error

    Department of Industrial Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.