Publication & Citation Trends
Publications
0 total
Statistical Minimax Lower Bounds for Transfer Learning in Linear Binary Classification
Cited by 1
Semantic Scholar
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks
Cited by 36
Semantic Scholar
Fitting ReLUs via SGD and Quantized SGD OA
Cited by 25
Semantic Scholar
2 . 2 Reducing the communication overhead via Quantized SGD
Cited by 0
Semantic Scholar
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding
Cited by 49
Semantic Scholar
Fundamental Resource Trade-offs for Encoded Distributed Optimization OA
Cited by 2
Semantic Scholar
Near-Optimal Straggler Mitigation for Distributed Gradient Methods OA
Cited by 103
Semantic Scholar
Research Topics
Stochastic Gradient Optimization Techniques
(5)
Privacy-Preserving Technologies in Data
(4)
Sparse and Compressive Sensing Techniques
(3)
Domain Adaptation and Few-Shot Learning
(2)
Machine Learning and Algorithms
(2)
Affiliations
University of Southern California
California Southern University