Shen-Yi Zhao | DeepAI

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Featured Co-authors

Peng Gao
111 publications
Xiao Ma
63 publications
Wu-Jun Li
35 publications
Hao Gao
17 publications
Ming-Wei Li
4 publications
Yin-Peng Xie
3 publications
Gong-Duo Zhang
2 publications
Ru Xiang
2 publications
Ying-Hao Shi
1 publication

∙ 07/28/2020

Stochastic Normalized Gradient Descent with Momentum for Large Batch Training

Stochastic gradient descent (SGD) and its variants have been the dominat...

0 Shen-Yi Zhao, et al. ∙

∙ 02/26/2020

Stagewise Enlargement of Batch Size for SGD-based Learning

Existing research shows that the batch size can seriously affect the per...

0 Shen-Yi Zhao, et al. ∙

∙ 06/11/2019

ADASS: Adaptive Sample Selection for Training Acceleration

Stochastic gradient decent (SGD) and its variants, including some accele...

0 Shen-Yi Zhao, et al. ∙

∙ 06/06/2019

Clustered Reinforcement Learning

Exploration strategy design is one of the challenging problems in reinfo...

0 Xiao Ma, et al. ∙

∙ 05/30/2019

On the Convergence of Memory-Based Distributed SGD

Distributed stochastic gradient descent (DSGD) has been widely used for ...

0 Shen-Yi Zhao, et al. ∙

∙ 05/30/2019

Global Momentum Compression for Sparse Communication in Distributed SGD

With the rapid growth of data, distributed stochastic gradient descent (...

0 Shen-Yi Zhao, et al. ∙

∙ 01/10/2019

Quantized Epoch-SGD for Communication-Efficient Distributed Learning

Due to its efficiency and ease to implement, stochastic gradient descent...

0 Shen-Yi Zhao, et al. ∙

∙ 03/15/2018

Proximal SCOPE for Distributed Sparse Learning: Better Data Partition Implies Faster Convergence Rate

Distributed sparse learning with a cluster of multiple machines has attr...

0 Shen-Yi Zhao, et al. ∙

∙ 02/10/2018

Feature-Distributed SVRG for High-Dimensional Linear Classification

Linear classification has been widely used in many high-dimensional appl...

0 Gong-Duo Zhang, et al. ∙

∙ 01/30/2016

SCOPE: Scalable Composite Optimization for Learning on Spark

Many machine learning models, such as logistic regression (LR) and suppo...

0 Shen-Yi Zhao, et al. ∙

∙ 08/24/2015

Fast Asynchronous Parallel Stochastic Gradient Decent

Stochastic gradient descent (SGD) and its variants have become more and ...

0 Shen-Yi Zhao, et al. ∙

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