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Zhenan Fan
Zhenan Fan
Huawei Technologies Canada
Verified email at cs.ubc.ca - Homepage
Title
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Cited by
Year
Improving fairness for data valuation in horizontal federated learning
Z Fan, H Fang, Z Zhou, J Pei, MP Friedlander, C Liu, Y Zhang
2022 IEEE 38th International Conference on Data Engineering (ICDE), 2440-2453, 2022
442022
Fair and efficient contribution valuation for vertical federated learning
Z Fan, H Fang, Z Zhou, J Pei, MP Friedlander, Y Zhang
arXiv preprint arXiv:2201.02658, 2022
232022
Greed meets sparsity: Understanding and improving greedy coordinate descent for sparse optimization
H Fang, Z Fan, Y Sun, M Friedlander
International Conference on Artificial Intelligence and Statistics, 434-444, 2020
162020
Achieving model fairness in vertical federated learning
C Liu, Z Fan, Z Zhou, Y Shi, J Pei, L Chu, Y Zhang
arXiv preprint arXiv:2109.08344, 2021
122021
Atomic Decomposition via Polar Alignment
Z Fan, H Jeong, Y Sun, MP Friedlander
Foundations and Trends in Optimization 3 (4), 280-366, 2020
112020
Fast convergence of stochastic subgradient method under interpolation
H Fang, Z Fan, M Friedlander
International Conference on Learning Representations, 2020
62020
Bundle methods for dual atomic pursuit
Z Fan, Y Sun, MP Friedlander
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 264-270, 2019
62019
Smart initial basis selection for linear programs
Z Fan, X Wang, O Yakovenko, AA Sivas, O Ren, Y Zhang, Z Zhou
International Conference on Machine Learning, 9650-9664, 2023
52023
A dual approach for federated learning
Z Fan, H Fang, MP Friedlander
arXiv preprint arXiv:2201.11183, 2022
42022
Polar Deconvolution of Mixed Signals
Z Fan, H Jeong, B Joshi, MP Friedlander
IEEE Transactions on Signal Processing 70, 2713-2727, 2022
32022
Knowledge-injected federated learning
Z Fan, Z Zhou, J Pei, MP Friedlander, J Hu, C Li, Y Zhang
arXiv preprint arXiv:2208.07530, 2022
22022
Polar alignment and atomic decomposition
Z Fan, H Jeong, Y Sun, MP Friedlander
arXiv preprint arXiv:1912.05068, 2019
22019
Machine Learning Insides OptVerse AI Solver: Design Principles and Applications
X Li, F Zhu, HL Zhen, W Luo, M Lu, Y Huang, Z Fan, Z Zhou, Y Kuang, ...
arXiv preprint arXiv:2401.05960, 2024
12024
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process
Z Fan, B Ghaddar, X Wang, L Xing, Y Zhang, Z Zhou
arXiv preprint arXiv:2401.03244, 2024
12024
Safe-screening rules for atomic-norm regularization
Z Fan, H Fang, MP Friedlander
arXiv preprint arXiv:2107.11373, 2021
12021
Duality in structured and federated optimization: theory and applications
Z Fan
University of British Columbia, 2022
2022
Cardinality-constrained structured data-fitting problems
Z Fan, H Fang, MP Friedlander
arXiv preprint arXiv:2107.11373, 2021
2021
Bundle-type methods for dual atomic pursuit
Z Fan
University of British Columbia, 2019
2019
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