Concepedia

Expected Loss Reduction

Expected Loss Reduction is a decision-theoretic metric that quantifies the anticipated decrease in expected loss achieved by acquiring additional information before making a decision, distinguishing it from alternative value-of-information measures by specifically focusing on the reduction of anticipated decisional regret.

111

Publications

5.8K

Citations

302

Authors

152

Institutions

Publications per year

2017–2026

33

Parents

Publications

111

DSAC — Differentiable RANSAC for Camera Localization

Eric Brachmann, Alexander Krull, Sebastian Nowozin et al. · 2017 · 615 citations

, , +12

Some implications of a more general form of regret theory

Graham Loomes, Robert Sugden · Journal of Economic Theory · 1987 · 439 citations

, , +14

Minimum Bayes-risk decoding for statistical machine translation

Shankar Kumar, Bill Byrne · Defense Technical Information Center (DTIC) · 2004 · 331 citations

, , +14

Finding Reservoir Operating Rules

G. K. Young · Journal of the Hydraulics Division · 1967 · 254 citations

, , +15

Statistical decision theory and trade-offs in the control of motor response

Laurence T. Maloney, Michael S. Landy, Julia Trommershäuser · Spatial Vision · 2003 · 234 citations

, , +16

1–5 of 111

Authors

302

  1. RS
    Robert Sugden

    University of East Anglia, United Kingdom

    3 publications · 644 citations

    3

    h-index

  2. BM
    Biswanath Mukherjee

    University of California, Davis, United States

    2 publications · 24 citations

    2

    h-index

  3. JS
    Jamie Shotton

    Microsoft Research (United Kingdom), United Kingdom

    2 publications · 627 citations

    2

    h-index

  4. RP
    Robert Peharz

    Graz University of Technology, Austria

    2 publications · 31 citations

    2

    h-index

  5. EB
    Eric Brachmann

    Technische Universität Dresden, Germany

    2 publications · 627 citations

    2

    h-index

1–5 of 302

Institutions

152

  1. Cornell University

    Ithaca, United States

    4 h-index

    6 publications

    114 citations

  2. Johns Hopkins University

    Baltimore, United States

    3 h-index

    5 publications

    385 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    5 publications

    180 citations

  4. Princeton University

    Princeton, United States

    2 h-index

    2 publications

    25 citations

  5. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    2 h-index

    4 publications

    1.3K citations

  6. Technische Universität Dresden

    Dresden, Germany

    2 h-index

    10 publications

    3.1K citations

  7. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    184 citations

  8. University of Bern

    Bern, Switzerland

    2 h-index

    2 publications

    226 citations

1–8 of 152

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 175 citations

    10

    h-index

  2. Journal of Economic Theory

    JET · 2 publications · 610 citations

    2

    h-index

  3. Risk Analysis

    2 publications · 167 citations

    2

    h-index

  4. American Political Science Review

    2 publications · 43 citations

    2

    h-index

  5. IEEE Transactions on Reliability

    2 publications · 33 citations

    2

    h-index

1–5