Concepedia

Kazuki Osawa

KO

11

Publications

388

Citations

11

H-Index

2007

Active since

Affiliations

Tokyo Institute of Technology(Current)

National Institute of Advanced Industrial Science and Technology

Kazuki Osawa is an author at Tokyo Institute of Technology specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningComputer VisionImage AnalysisDeep Neural NetworksMedical Image ComputingRobot Learning

Publications per year

2007–2023

11

Publications

11

Practical Deep Learning with Bayesian Principles

Kazuki Osawa, Siddharth Swaroop, Mohammad Emtiyaz Khan et al. · arXiv (Cornell University) · 2019 · 93 citations · Full text

Artificial Intelligence, Bayesian Principles, Convolutional Neural Network +15

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · 2019 · 82 citations

Large-scale Global Optimization, Convolutional Neural Network, Engineering +18

Practical Deep Learning with Bayesian Principles

Kazuki Osawa, Siddharth Swaroop, Anirudh Jain et al. · arXiv (Cornell University) · 2019 · 50 citations · Full text

Artificial Intelligence, Bayesian Principles, Convolutional Neural Network +15

Scalable and Practical Natural Gradient for Large-Scale Deep Learning

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 32 citations · Full text

Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al. · 2018 · 26 citations

Mathematical Programming, Training Resnet-50, Convolutional Neural Network +19

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