‪Peiyao Xiao‬ - ‪Google Scholar‬

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Co-authors

Kaiyi JiAssistant Professor at University at BuffaloVerified email at buffalo.edu
Yifan YangPh.D candidate at SUNY BuffaloVerified email at buffalo.edu

Peiyao Xiao

Peiyao Xiao

Ph.D. candidate at University at Buffalo

Verified email at buffalo.edu - Homepage

Multi-objective optimization Federated learning Bilevel optimization


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SimFBO: Towards simple, flexible and communication-efficient federated bilevel learning Y Yang, P Xiao, K Ji Advances in Neural Information Processing Systems 36, 2023	5	2023
Communication-efficient federated hypergradient computation via aggregated iterative differentiation P Xiao, K Ji International conference on machine learning, 2023	4	2023
Direction-oriented multi-objective learning: Simple and provable stochastic algorithms P Xiao, H Ban, K Ji Advances in Neural Information Processing Systems 36, 2023	3	2023
Achieving Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization Y Yang, P Xiao, K Ji Advances in Neural Information Processing Systems 36, 2023	3	2023

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