Concepedia

Early Pruning

Early Pruning is a model optimization technique in machine learning wherein redundant or less significant parameters are removed during the initial stages of training, distinguishing it from later pruning strategies by its timing and its emphasis on reducing computational burden from the outset.

48

Publications

2.4K

Citations

173

Authors

97

Institutions

Publications per year

2017–2026

14

Parents

Publications

48

Large-scale malware indexing using function-call graphs

Xin Hu, Tzi‐cker Chiueh, Kang G. Shin · 2009 · 316 citations

, , +17

Haemodynamics-Driven Developmental Pruning of Brain Vasculature in Zebrafish

Qi Chen, Luan Jiang, Chun Li et al. · PLoS Biology · 2012 · 267 citations · Full text

, , +17

Accelerated Isotope Fine Structure Calculation Using Pruned Transition Trees

Martin Loos, Christian Gerber, Francesco Corona et al. · Analytical Chemistry · 2015 · 255 citations

, , +13

An efficient algorithm to update large itemsets with early pruning

Necip Fazıl Ayan, Abdullah Uz Tansel, Erol Arkun · 1999 · 105 citations · Full text

, , +9

Active learning and effort estimation: Finding the essential content of software effort estimation data

Ekrem Kocagüneli, Tim Menzies, Jacky Keung et al. · IEEE Transactions on Software Engineering · 2013 · 99 citations

, , +16

1–5 of 48

Authors

173

  1. UY
    Unil Yun

    Sejong University, South Korea

    2 publications · 81 citations

    2

    h-index

  2. QC
    Qi Chen

    Chinese Academy of Sciences, China

    2 publications · 291 citations

    2

    h-index

  3. HB
    Huong Bui

    Vietnam National University Ho Chi Minh City, Vietnam

    2 publications · 47 citations

    2

    h-index

  4. BV
    Bay Vo

    Ho Chi Minh City University of Technology, Vietnam

    1 publications · 20 citations

    1

    h-index

  5. CM
    C. Magnanini

    University of Parma, Italy

    1 publications · 35 citations

    1

    h-index

1–5 of 173

Institutions

97

  1. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    2 h-index

    2 publications

    47 citations

  2. Vietnam National University Ho Chi Minh City

    Ho Chi Minh City, Vietnam

    2 h-index

    3 publications

    67 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    135 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    249 citations

  5. Sejong University

    Seoul, South Korea

    2 h-index

    2 publications

    81 citations

  6. The Ohio State University

    Columbus, United States

    2 h-index

    4 publications

    152 citations

  7. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    11 publications

    1.5K citations

  8. HUTECH University

    Ho Chi Minh City, Vietnam

    2 h-index

    2 publications

    47 citations

1–8 of 97

Venues

  1. HAL (Le Centre pour la Communication Scientifique Directe)

    Repository · 2 publications · 105 citations

    2

    h-index

  2. Information Sciences

    1 publications · 61 citations

    1

    h-index

  3. 1

    h-index

  4. PLoS Biology

    1 publications · 267 citations

    1

    h-index

  5. Knowledge-Based Systems

    1 publications · 27 citations

    1

    h-index

1–5