Concepedia

Tomoya Murata

TM

6

Publications

127

Citations

6

H-Index

2014

Active since

Affiliations

The University of Tokyo(Current)

Tomoya Murata is an author at The University of Tokyo specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningPattern RecognitionEdge ComputingSpectral TheoryComputer EngineeringStochastic Optimization

Publications per year

2014–2024

6

Publications

6

Hand Gesture and Character Recognition Based on Kinect Sensor

Tomoya Murata, Jungpil Shin · International Journal of Distributed Sensor Networks · 2014 · 52 citations · Full text

Engineering, Alphabet Recognition, Biometrics +18

Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error

Taiji Suzuki, Hiroshi Abe, Tomoya Murata et al. · 2020 · 18 citations · Full text

Spectral Theory, Geometric Learning, Engineering +16

Spectral-Pruning: Compressing deep neural network via spectral analysis

Taiji Suzuki, Hiroshi Abe, Tomoya Murata et al. · arXiv (Cornell University) · 2018 · 15 citations · Full text

Spectral Theory, Geometric Learning, Engineering +14

DP-Norm: Differential Privacy Primal-Dual Algorithm for Decentralized Federated Learning

Takumi Fukami, Tomoya Murata, Kenta Niwa et al. · IEEE Transactions on Information Forensics and Security · 2024 · 15 citations · Full text

Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization

Tomoya Murata, Taiji Suzuki · arXiv (Cornell University) · 2017 · 14 citations · Full text

Mathematical Programming, Engineering, Machine Learning +19

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