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Tianyi Chen

Tianyi Chen

Rensselaer Polytechnic Institute - Troy / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1476610
Rensselaer Polytechnic Institute
person_outline Tianyi Chen's MOST POPULAR ARTICLES
1-) RSA: Byzantine-robust stochastic aggregation methods for distributed learning from heterogeneous datasets AAAI Conference on Artificial Intelligence 33 (01), 1544-1551, 2019
2-) LAG: Lazily aggregated gradient for communication-efficient distributed learning Advances in neural information processing systems 31, 2018
3-) An online convex optimization approach to proactive network resource allocation IEEE Transactions on Signal Processing 65 (24), 6350-6364, 2017
4-) Federated variance-reduced stochastic gradient descent with robustness to byzantine attacks IEEE Transactions on Signal Processing 68, 4583-4596, 2020
5-) Communication-efficient distributed learning via lazily aggregated quantized gradients Advances in Neural Information Processing Systems 32, 2019