Concepedia

Training Workflow Design

Training Workflow Design is a methodological framework within vine architecture that specifies the systematic orchestration of data processing, model development, and optimization phases to enable efficient and reproducible training of machine learning models.

22

Publications

1.2K

Citations

111

Authors

36

Institutions

Publications per year

2017–2026

14

Parents

Publications

22

TFX

Denis Baylor, Eric Breck, Heng-Tze Cheng et al. · 2017 · 328 citations · Full text

, , +17

A Typology of Training Design and Work Environment Factors Affecting Workplace Learning and Transfer

Darlene Russ‐Eft · Human Resource Development Review · 2002 · 197 citations

, , +17

AC-SUM-GAN: Connecting Actor-Critic and Generative Adversarial Networks for Unsupervised Video Summarization

Evlampios Apostolidis, Eleni Adamantidou, Alexandros I. Metsai et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2020 · 111 citations · Full text

, , +16

The Training Evaluation Inventory (TEI) - Evaluation of Training Design and Measurement of Training Outcomes for Predicting Training Success

Sandrina Ritzmann, Vera Hagemann, Annette Kluge · Vocations and Learning · 2013 · 87 citations

, , +17

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power\n Machine Learning Devices

Farah Fahim · arXiv (Cornell University) · 2021 · 61 citations · Full text

, , +15

1–5 of 22

Authors

111

  1. WW
    Wei Wang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 30 citations

    1

    h-index

  2. TM
    Tania Mak So-Ning

    Chinese University of Hong Kong, Hong Kong SAR China

    1 publications · 16 citations

    1

    h-index

  3. DB
    Denis Baylor

    Google (United States), United States

    1 publications · 328 citations

    1

    h-index

  4. BL
    Bo Li

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 30 citations

    1

    h-index

  5. CR
    Cynthia Rosas

    Mexican Social Security Institute, Mexico

    1 publications · 14 citations

    1

    h-index

1–5 of 111

Institutions

36

  1. Syracuse University

    Syracuse, United States

    1 h-index

    1 publications

    43 citations

  2. TU Dortmund University

    Dortmund, Germany

    1 h-index

    3 publications

    63 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    5 publications

    80 citations

  4. University of Virginia

    Charlottesville, United States

    1 h-index

    1 publications

    26 citations

  5. Information Technologies Institute

    Thessaloniki, Greece

    1 h-index

    4 publications

    444 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    16 citations

  7. Charles R. Drew University of Medicine and Science

    Los Angeles, United States

    1 h-index

    1 publications

    43 citations

  8. The Royal Melbourne Hospital

    Melbourne, Australia

    1 h-index

    1 publications

    24 citations

1–8 of 36

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 76 citations

    2

    h-index

  2. ACM Transactions on Interactive Intelligent Systems

    TIIS · 1 publications · 21 citations

    1

    h-index

  3. Data Archiving and Networked Services (DANS)

    Repository · 1 publications · 39 citations

    1

    h-index

  4. IEEE Transactions on Big Data

    1 publications · 30 citations

    1

    h-index

  5. Industrial and Commercial Training

    1 publications · 10 citations

    1

    h-index

1–5