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Boxin Zhao
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年份
Personalized Federated Learning: A Unified Framework and Universal Optimization Techniques
F Hanzely, B Zhao, M Kolar
Transactions on Machine Learning Research, 2835-8856, 2023
402023
Direct estimation of differential functional graphical models
B Zhao, YS Wang, M Kolar
Advances in neural information processing systems 32, 2019
142019
FuDGE: A method to estimate a functional differential graph in a high-dimensional setting
B Zhao, YS Wang, M Kolar
Journal of Machine Learning Research 23 (82), 1-82, 2022
13*2022
High-dimensional functional graphical model structure learning via neighborhood selection approach
B Zhao, PS Zhai, YS Wang, M Kolar
Electronic Journal of Statistics 18 (1), 1042-1129, 2024
122024
Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback
B Zhao, L Wang, M Kolar, Z Liu, Z Zhang, J Zhou, C Chen
arXiv preprint arXiv:2112.14332, 2021
52021
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm
B Zhao, B Lyu, RC Fernandez, M Kolar
International Conference on Machine Learning (ICML) 2023, 2023
42023
Latent multimodal functional graphical model estimation
K Tsai, B Zhao, S Koyejo, M Kolar
Journal of the American Statistical Association, 1-13, 2024
22024
L-SVRG and L-Katyusha with Adaptive Sampling
B Zhao, B Lyu, M Kolar
Transactions on Machine Learning Research, 2835-8856, 2023
22023
Differentially Private Matrix Completion through Low-rank Matrix Factorization
L Wang, B Zhao, M Kolar
International Conference on Artificial Intelligence and Statistics, 5731-5748, 2023
12023
Personalized Binomial DAGs Learning with Network Structured Covariates
B Zhao, W Wang, D Zhu, Z Liu, D Wang, Z Zhang, J Zhou, M Kolar
arXiv preprint arXiv:2406.06829, 2024
2024
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