Concepedia

Tianyi Chen

TC

Statistics

Publications

58

Citations

3K

H-Index

31

Active since

2009

Affiliations

University of Minnesota(Current)

Rensselaer Polytechnic Institute

Fudan University

Florida Atlantic University

Sun Yat-sen University

Tianyi Chen is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

ORCID

Top concepts

Publications per year

2009–2023

58

Publications

58

RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets

Liping Li, Wei Xu, Tianyi Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 353 citations · Full text

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An Online Convex Optimization Approach to Proactive Network Resource Allocation

Tianyi Chen, Qing Ling, Georgios B. Giannakis · IEEE Transactions on Signal Processing · 2017 · 227 citations · Full text

, , +23

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks

Zhaoxian Wu, Qing Ling, Tianyi Chen et al. · IEEE Transactions on Signal Processing · 2020 · 207 citations

LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed\n Learning

Tianyi Chen, Georgios B. Giannakis, Tao Sun et al. · arXiv (Cornell University) · 2018 · 198 citations · Full text

Bandit Convex Optimization for Scalable and Dynamic IoT Management

Tianyi Chen, Georgios B. Giannakis · IEEE Internet of Things Journal · 2018 · 144 citations · Full text

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