Concepedia

Igor Gitman

IG

Statistics

Publications

8

Citations

946

H-Index

8

Active since

2017

Affiliations

Microsoft (United States)(Current)

Igor Gitman is an author at Microsoft (United States) specializing in machine learning, computing, and computer science.

Publications per year

2017–2019

8

Publications

8

Large Batch Training of Convolutional Networks

Yang You, Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 509 citations · Full text

Computing, Computer Engineering, Computer Science +17

Scaling SGD Batch Size to 32K for ImageNet Training.

Yang You, Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 225 citations · Full text

Computing, Computer Science, High-performance Computing +17

Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification

Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 55 citations · Full text

Computing, Computer Science, Computer Vision +14

Understanding the Role of Momentum in Stochastic Gradient Methods

Igor Gitman, Hunter Lang, Pengchuan Zhang et al. · arXiv (Cornell University) · 2019 · 42 citations · Full text

Computing, Data Science, Machine Learning +12

Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq

Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman et al. · arXiv (Cornell University) · 2018 · 41 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 8