Concepedia

Metric Compression

Metric Compression is a computational method within the domain of metrics collection that reduces the dimensionality or volume of collected metrics while preserving essential information for analysis.

41

Publications

2K

Citations

101

Authors

59

Institutions

Publications per year

2017–2026

11

Parents

Publications

41

Diffusion maps and coarse-graining: a unified framework for dimensionality reduction, graph partitioning, and data set parameterization

Stéphane Lafon, A.B. Lee · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 629 citations

, , +17

Representation Tradeoffs for Hyperbolic Embeddings

Christopher De, Albert Gu, Christopher Ré et al. · arXiv (Cornell University) · 2018 · 190 citations · Full text

, , +16

Regression Cubes with Lossless Compression and Aggregation

Yixin Chen, Guozhu Dong, Jiawei Han et al. · IEEE Transactions on Knowledge and Data Engineering · 2006 · 79 citations · Full text

, , +17

An Alternative to NCD for Large Sequences, Lempel-Ziv Jaccard Distance

Edward Raff, Charles Nicholas · 2017 · 70 citations

, , +13

Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization

Stephen L. France, JD Carroll, Hui Xiong · Information Sciences · 2011 · 64 citations

, , +14

1–5 of 41

Authors

101

  1. SK
    Suresh K. Lodha

    University of California, Santa Cruz, United States

    2 publications · 72 citations

    2

    h-index

  2. AN
    Assaf Naor

    Courant Institute of Mathematical Sciences, United States

    2 publications · 38 citations

    2

    h-index

  3. JC
    Jose C. Renteria

    University of California, Santa Cruz, United States

    2 publications · 72 citations

    2

    h-index

  4. IN
    Ilan Newman

    University of Haifa, Israel

    2 publications · 60 citations

    2

    h-index

  5. PV
    Paul Vitányi

    Centrum Wiskunde & Informatica, Netherlands

    2 publications · 82 citations

    2

    h-index

1–5 of 101

Institutions

59

  1. University of Haifa

    Haifa, Israel

    3 h-index

    6 publications

    172 citations

  2. Vanderbilt University

    Nashville, United States

    3 h-index

    6 publications

    309 citations

  3. Stanford University

    Stanford, United States

    3 h-index

    7 publications

    706 citations

  4. Microsoft (United States)

    Redmond, United States

    2 h-index

    2 publications

    28 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    2 publications

    652 citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    2 publications

    82 citations

  7. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    68 citations

  8. University of California, Santa Cruz

    Santa Cruz, United States

    2 h-index

    6 publications

    216 citations

1–8 of 59

Venues

  1. 2

    h-index

  2. Computers & Graphics

    1 publications · 34 citations

    1

    h-index

  3. Pattern Recognition

    1 publications · 16 citations

    1

    h-index

  4. IEEE Transactions on Information Theory

    1 publications · 36 citations

    1

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 21 citations

    1

    h-index

1–5