Concepedia

Regret Optimization

Regret Optimization is a decision-theoretic framework within risk optimization that minimizes the discrepancy between the performance of chosen actions and the best possible actions in hindsight under uncertainty.

680

Publications

32.7K

Citations

1.3K

Authors

506

Institutions

Publications per year

2017–2026

293

Parents

Publications

680

A Theory of Regret Regulation 1.0

Marcel Zeelenberg, Rik Pieters · Journal of Consumer Psychology · 2007 · 980 citations

, , +11

REGRET

Jordi Sabater, Carles Sierra · 2001 · 492 citations

, , +2

Min–max and min–max regret versions of combinatorial optimization problems: A survey

Hassène Aissi, Cristina Bazgan, Daniel Vanderpooten · European Journal of Operational Research · 2008 · 483 citations

, , +13

The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information

John Langford, Tong Zhang · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2007 · 454 citations

, , +12

The Epoch-Greedy algorithm for contextual multi-armed bandits

John Langford, Tong Zhang · 2007 · 331 citations

, , +14

1–5 of 680

Authors

1.3K

  1. CS
    Csaba Szepesvári

    University of Alberta, Canada

    18 publications · 749 citations

    16

    h-index

  2. EH
    Elad Hazan

    Princeton University, United States

    17 publications · 879 citations

    16

    h-index

  3. YM
    Yishay Mansour

    Tel Aviv University, Israel

    15 publications · 478 citations

    12

    h-index

  4. ZW
    Zheng Wen

    Adobe Systems (United States), United States

    11 publications · 486 citations

    11

    h-index

  5. TL
    Tor Lattimore

    University of Alberta, Canada

    11 publications · 433 citations

    11

    h-index

1–5 of 1.3K

Institutions

506

  1. Technion – Israel Institute of Technology

    Haifa, Israel

    20 h-index

    35 publications

    1.8K citations

  2. University of Alberta

    Edmonton, Canada

    20 h-index

    37 publications

    1.4K citations

  3. Cornell University

    Ithaca, United States

    20 h-index

    41 publications

    2.4K citations

  4. Microsoft (United States)

    Redmond, United States

    19 h-index

    39 publications

    2.7K citations

  5. Google (United States)

    Mountain View, United States

    18 h-index

    35 publications

    1.2K citations

  6. Princeton University

    Princeton, United States

    17 h-index

    31 publications

    2.4K citations

  7. University of California, Berkeley

    Berkeley, United States

    16 h-index

    43 publications

    1.9K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    13 h-index

    27 publications

    1K citations

1–8 of 506

Venues

  1. arXiv (Cornell University)

    Repository · 150 publications · 6.2K citations

    43

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 16 publications · 735 citations

    15

    h-index

  3. European Journal of Operational Research

    12 publications · 987 citations

    12

    h-index

  4. Neural Information Processing Systems

    Conference · 13 publications · 392 citations

    11

    h-index

  5. SSRN Electronic Journal

    Repository · 11 publications · 381 citations

    10

    h-index

1–5