Kazuki Osawa - Concepedia

Author

Kazuki Osawa

Tokyo Institute of Technology ORCID

Also Known As

Kazuki OSAWA, Kazuki Osawa, Osawa, Kazuki

Publications

441

Citations

H-Index

Concepts

All Affiliations

Tokyo Institute of Technology National Institute of Advanced Industrial Science and Technology

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	288
2	Computer Science	6	6	288
3	Data Science	6	6	288
4	Medicine	1	1	20
5	Orthopaedics	1	1	20

Kazuki Osawa

Publications

388

Citations

H-Index

Page 1

	Year	Citations
Practical Deep Learning with Bayesian Principles Kazuki Osawa, Siddharth Swaroop, Mohammad Emtiyaz Khan, arXiv (Cornell University) Artificial IntelligenceBayesian PrinciplesConvolutional Neural NetworkDeep Neural NetworksEngineering	2019	93
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Large-scale Global OptimizationConvolutional Neural NetworkEngineeringMachine LearningBatch Normalization	2019	82
Practical Deep Learning with Bayesian Principles Kazuki Osawa, Siddharth Swaroop, Anirudh Jain, arXiv (Cornell University) Artificial IntelligenceBayesian PrinciplesConvolutional Neural NetworkDeep Neural NetworksEngineering	2019	50
Scalable and Practical Natural Gradient for Large-Scale Deep Learning Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, IEEE Transactions on Pattern Analysis and Machine Intelligence	2020	32
Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Mathematical ProgrammingTraining Resnet-50Convolutional Neural NetworkSecond-order Optimization MethodMachine Learning	2018	26
Efficient Quantized Sparse Matrix Operations on Tensor Cores Shigang Li, Kazuki Osawa, Torsten Hoefler	2022	21
Surgical correction for curly toe using open tenotomy of flexor digitorum brevis tendon Kazuyuki Tokioka, Takashi Nakatsuka, Shinsaku Tsuji, Journal of Plastic Reconstructive & Aesthetic Surgery Curly ToeSurgical StabilizationSurgical CorrectionOperative TreatmentSurgery	2007	20
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, arXiv (Cornell University) Large-scale Global OptimizationConvolutional Neural NetworkEngineeringMachine LearningBatch Normalization	2018	19
Accelerating Matrix Multiplication in Deep Learning by Using Low-Rank Approximation Kazuki Osawa, Akira Sekiya, Hiroki Naganuma, Convolutional Neural NetworkMachine VisionMachine LearningData ScienceEngineering	2017	18
Understanding Approximate Fisher Information for Fast Convergence of Natural Gradient Descent in Wide Neural Networks Ryo Karakida, Kazuki Osawa arXiv (Cornell University)	2020	15

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