Concepedia

Tomoumi Takase

TT

4

Publications

199

Citations

4

H-Index

2018

Active since

Affiliations

Hokkaido University(Current)

National Institute of Advanced Industrial Science and Technology

Tomoumi Takase is an author at Hokkaido University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceSupervised LearningComputer EngineeringDeep LearningData AugmentationSpeech ProcessingPattern Recognition

Publications per year

2018–2021

4

Publications

4

Effective neural network training with adaptive learning rate based on training loss

Tomoumi Takase, Satoshi Oyama, Masahito Kurihara · Neural Networks · 2018 · 138 citations · Full text

Training Loss, Incremental Learning, Engineering +9

Dynamic batch size tuning based on stopping criterion for neural network training

Tomoumi Takase · Neurocomputing · 2020 · 28 citations

Search Optimization, Engineering, Machine Learning +6

Self-paced data augmentation for training neural networks

Tomoumi Takase, Ryo Karakida, Hideki Asoh · Neurocomputing · 2021 · 21 citations

Data Augmentation, Engineering, Machine Learning +6

Why Does Large Batch Training Result in Poor Generalization? A Comprehensive Explanation and a Better Strategy from the Viewpoint of Stochastic Optimization

Tomoumi Takase, Satoshi Oyama, Masahito Kurihara · Neural Computation · 2018 · 12 citations

Artificial Intelligence, Engineering, Machine Learning +18

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