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Ziheng Cheng
Ziheng Cheng
Verified email at berkeley.edu - Homepage
Title
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Cited by
Year
Momentum benefits non-iid federated learning simply and provably
Z Cheng, X Huang, K Yuan
International Conference on Learning Representations (ICLR 2024), 2023
132023
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
Z Cheng, S Zhang, L Yu, C Zhang
Advances in Neural Information Processing Systems (NeurIPS 2023), 2023
52023
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication
KK Patel, M Glasgow, A Zindari, L Wang, SU Stich, Z Cheng, N Joshi, ...
The 37th Annual Conference on Learning Theory (COLT 2024), 2024
42024
Kernel Semi-Implicit Variational Inference
Z Cheng, L Yu, T Xie, S Zhang, C Zhang
International Conference on Machine Learning (ICML 2024), 2024
12024
Functional Gradient Flows for Constrained Sampling
S Zhang, L Yu, Z Cheng, C Zhang
Advances in Neural Information Processing Systems (NeurIPS 2024), 2024
2024
Semi-Implicit Functional Gradient Flow
S Zhang, Z Cheng, C Zhang
arXiv preprint arXiv:2410.17935, 2024
2024
Convergence of Distributed Adaptive Optimization with Local Updates
Z Cheng, M Glasgow
arXiv preprint arXiv:2409.13155, 2024
2024
Reflected Flow Matching
T Xie, Y Zhu, L Yu, T Yang, Z Cheng, S Zhang, X Zhang, C Zhang
International Conference on Machine Learning (ICML 2024), 2024
2024
Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models
Z Cheng, J Zhang, A Agrawal, S Boyd
arXiv preprint arXiv:2305.02573, 2023
2023
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Articles 1–9