PPaperPicks

Yishay Mansour

Tel Aviv University, School of Computer Science, Israel

28 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6891-2645 ↗Google Scholar ↗Homepage ↗

Venues

COLT ×10NeurIPS ×8ICML ×5AAAI ×3AISTATS ×1FC ×1

Frequent coauthors

Shay Moran
×11
Tomer Koren
×8
Alon Cohen
×6
Marco Bressan
×4
Nicolò Cesa-Bianchi
×4
Emmanuel Esposito
×4
Maximilian Thiessen
×4
Liad Erez
×4
Tal Lancewicki
×4
Nataly Brukhim
×3
Ofir Schlisselberg
×3
Uri Sherman
×3

Papers

  1. Learning Conditional Averages
    COLT 2026 ·
    Marco Bressan
    ,
    Nataly Brukhim
    ,
    Nicolò Cesa-Bianchi
    ,
    Emmanuel Esposito
    , Yishay Mansour,
    Shay Moran
    ,
    Maximilian Thiessen
  2. Learning from Equivalence Queries, Revisited
    COLT 2026 ·
    Mark Braverman
    ,
    Roi Livni
    , Yishay Mansour,
    Shay Moran
    ,
    Kobbi Nissim
  3. The Hidden Cost of Approximation in Online Mirror Descent
    COLT 2026 ·
    Ofir Schlisselberg
    ,
    Uri Sherman
    ,
    Tomer Koren
    , Yishay Mansour
  4. The Sample Complexity of Multiclass and Sparse Contextual Bandits
    COLT 2026 ·
    Liad Erez
    ,
    Fan Chen
    ,
    Alon Cohen
    ,
    Tomer Koren
    , Yishay Mansour,
    Shay Moran
    ,
    Alexander Rakhlin
  5. A Fine-grained Characterization of PAC Learnability
    COLT 2025 ·
    Marco Bressan
    ,
    Nataly Brukhim
    ,
    Nicolò Cesa-Bianchi
    ,
    Emmanuel Esposito
    , Yishay Mansour,
    Shay Moran
    ,
    Maximilian Thiessen
  6. Batch Ensemble for Variance Dependent Regret in Stochastic Bandits
    AAAI 2025 ·
    Asaf B. Cassel
    ,
    Orin Levy
    , Yishay Mansour
  7. Convergence of Policy Mirror Descent Beyond Compatible Function Approximation
    ICML 2025 ·
    Uri Sherman
    ,
    Tomer Koren
    , Yishay Mansour
  8. Delay as Payoff in MAB
    AAAI 2025 ·
    Ofir Schlisselberg
    ,
    Ido Cohen
    ,
    Tal Lancewicki
    , Yishay Mansour
  9. Dueling Convex Optimization with General Preferences
    ICML 2025 ·
    Aadirupa Saha
    ,
    Tomer Koren
    , Yishay Mansour
  10. Improved Best-of-Both-Worlds Regret for Bandits with Delayed Feedback
    NeurIPS 2025 ·
    Ofir Schlisselberg
    ,
    Tal Lancewicki
    ,
    Peter Auer
    , Yishay Mansour
  11. Individual Regret in Cooperative Stochastic Multi-Armed Bandits
    NeurIPS 2025 ·
    Idan Barnea
    ,
    Tal Lancewicki
    , Yishay Mansour
  12. Near-optimal Regret Using Policy Optimization in Online MDPs with Aggregate Bandit Feedback
    ICML 2025 ·
    Tal Lancewicki
    , Yishay Mansour
  13. Of Dice and Games: A Theory of Generalized Boosting
    COLT 2025 ·
    Marco Bressan
    ,
    Nataly Brukhim
    ,
    Nicolò Cesa-Bianchi
    ,
    Emmanuel Esposito
    , Yishay Mansour,
    Shay Moran
    ,
    Maximilian Thiessen
  14. Principled Model Routing for Unknown Mixtures of Source Domains
    NeurIPS 2025 ·
    Christoph Dann
    , Yishay Mansour,
    Teodor Vanislavov Marinov
    ,
    Mehryar Mohri
  15. Probably Approximately Precision and Recall Learning
    NeurIPS 2025 ·
    Lee Cohen
    , Yishay Mansour,
    Shay Moran
    ,
    Han Shao
  16. Rate-Preserving Reductions for Blackwell Approachability
    COLT 2025 ·
    Christoph Dann
    , Yishay Mansour,
    Mehryar Mohri
    ,
    Jon Schneider
    ,
    Balasubramanian Sivan
  17. Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback
    NeurIPS 2025 ·
    Orin Levy
    ,
    Liad Erez
    ,
    Alon Peled-Cohen
    , Yishay Mansour
  18. A Theory of Interpretable Approximations
    COLT 2024 ·
    Marco Bressan
    ,
    Nicolò Cesa-Bianchi
    ,
    Emmanuel Esposito
    , Yishay Mansour,
    Shay Moran
    ,
    Maximilian Thiessen
  19. Eluder-based Regret for Stochastic Contextual MDPs
    ICML 2024 ·
    Orin Levy
    ,
    Asaf B. Cassel
    ,
    Alon Cohen
    , Yishay Mansour
  20. Fast Rates for Bandit PAC Multiclass Classification
    NeurIPS 2024 ·
    Liad Erez
    ,
    Alon Peled-Cohen
    ,
    Tomer Koren
    , Yishay Mansour,
    Shay Moran
  21. Faster Convergence with MultiWay Preferences
    AISTATS 2024 ·
    Aadirupa Saha
    ,
    Vitaly Feldman
    , Yishay Mansour,
    Tomer Koren
  22. How to Boost Any Loss Function
    NeurIPS 2024 ·
    Richard Nock
    , Yishay Mansour
  23. Learnability Gaps of Strategic Classification
    COLT 2024 ·
    Lee Cohen
    , Yishay Mansour,
    Shay Moran
    ,
    Han Shao
  24. Learning-Augmented Algorithms with Explicit Predictors
    NeurIPS 2024 ·
    Marek Eliás
    ,
    Haim Kaplan
    , Yishay Mansour,
    Shay Moran
  25. Optimal Publishing Strategies on a Base Layer
    FC 2024 ·
    Yogev Bar-On
    , Yishay Mansour
  26. Principal-Agent Reward Shaping in MDPs
    AAAI 2024 ·
    Omer Ben-Porat
    , Yishay Mansour,
    Michal Moshkovitz
    ,
    Boaz Taitler
  27. Rate-Optimal Policy Optimization for Linear Markov Decision Processes
    ICML 2024 ·
    Uri Sherman
    ,
    Alon Cohen
    ,
    Tomer Koren
    , Yishay Mansour
  28. The Real Price of Bandit Information in Multiclass Classification
    COLT 2024 ·
    Liad Erez
    ,
    Alon Cohen
    ,
    Tomer Koren
    , Yishay Mansour,
    Shay Moran