Concepedia

Variance Tradeoff

Variance Tradeoff is a theoretical construct in measurement estimation that characterizes the inverse relationship between the precision of an estimator and its sensitivity to fluctuations in sample data, distinguishing it from other accuracy-related constructs by specifically quantifying the balance between variability and bias in estimation error.

21

Publications

785

Citations

69

Authors

31

Institutions

Publications per year

2017–2026

12

Parents

Publications

21

On the Mean-Variance Tradeoff in Option Replication with Transactions Costs

Klaus Bjerre Toft · Journal of Financial and Quantitative Analysis · 1996 · 125 citations

, , +17

Just in time models for dynamical systems

Anders Stenman, Fredrik Gustafsson, Lennart Ljung · 2002 · 124 citations · Full text

, , +13

A Modern Take on the Bias-Variance Tradeoff in Neural Networks

Brady Neal, Sarthak Mittal, Aristide Baratin et al. · arXiv (Cornell University) · 2018 · 74 citations · Full text

, , +16

The Bias-Variance Tradeoff: How Data Science Can Inform Educational Debates

Shayan Doroudi · AERA Open · 2020 · 53 citations · Full text

, , +17

Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective

Helong Zhou, Liangchen Song, Jiajie Chen et al. · arXiv (Cornell University) · 2021 · 44 citations · Full text

, , +13

1–5 of 21

Authors

69

  1. LS
    Liangchen Song

    University at Buffalo, State University of New York, United States

    2 publications · 75 citations

    2

    h-index

  2. GW
    Guoli Wang

    Horizon Robotics (China)

    2 publications · 75 citations

    2

    h-index

  3. HZ
    Helong Zhou

    Horizon Robotics (China)

    2 publications · 75 citations

    2

    h-index

  4. SK
    Seung‐Yeon Kim

    Korea Institute for Advanced Study, South Korea

    1 publications · 16 citations

    1

    h-index

  5. AL
    Andrew Levin

    Federal Reserve Board of Governors, United States

    1 publications · 11 citations

    1

    h-index

1–5 of 69

Institutions

31

  1. Tsinghua University

    Beijing, China

    2 h-index

    2 publications

    84 citations

  2. Microsoft (United States)

    Redmond, United States

    2 h-index

    6 publications

    150 citations

  3. Horizon Robotics (China)

    Beijing, China

    2 h-index

    8 publications

    300 citations

  4. University at Buffalo, State University of New York

    Buffalo, United States

    2 h-index

    5 publications

    181 citations

  5. NOAA National Marine Fisheries Service

    Silver Spring, United States

    1 h-index

    1 publications

    16 citations

  6. Yale University

    New Haven, United States

    1 h-index

    1 publications

    35 citations

  7. Yahoo (United States)

    Sunnyvale, United States

    1 h-index

    1 publications

    17 citations

  8. Federal Reserve Board of Governors

    Washington D.C., United States

    1 h-index

    3 publications

    33 citations

1–8 of 31

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 162 citations

    5

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 46 citations

    2

    h-index

  3. Journal of money credit and banking

    1 publications · 23 citations

    1

    h-index

  4. AERA Open

    1 publications · 53 citations

    1

    h-index

  5. Journal of Chemometrics

    1 publications · 38 citations

    1

    h-index

1–5