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Career
·
Staff Researcher
,
Huawei Technologies Canada
2022–
·
MS Student
,
University of British Columbia
2017–2019
·
PhD Student
,
University of British Columbia
2017–2022
·
BSc
,
University of Toronto
2014–2017
Publications
(19)
Improving Fairness for Data Valuation in Horizontal Federated Learning
IEEE International Conference on Data Engineering · 2021
63
cited
Fair and efficient contribution valuation for vertical federated learning
International Conference on Learning Representations · 2022
31
cited
Smart Initial Basis Selection for Linear Programs
International Conference on Machine Learning · 2023
19
cited
Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization
Found. Trends Optim. · 2020
12
cited
Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization
International Conference on Artificial Intelligence and Statistics · 2020
12
cited
Improving Fairness for Data Valuation in Federated Learning
arXiv.org · 2021
10
cited
Bundle methods for dual atomic pursuit
Asilomar Conference on Signals, Systems and Computers · 2019
7
cited
Atomic Decomposition via Polar Alignment
2020
5
cited
Knowledge-Injected Federated Learning
arXiv.org · 2022
4
cited
A dual approach for federated learning
arXiv.org · 2022
3
cited
Fast convergence of stochastic subgradient method under interpolation
International Conference on Learning Representations · 2021
3
cited
Polar Alignment and Atomic Decomposition
arXiv.org · 2019
3
cited
Polar Deconvolution of Mixed Signals
IEEE Transactions on Signal Processing · 2020
3
cited
Safe-screening rules for atomic-norm regularization
2021
1
cited
Bundle-type methods for dual atomic pursuit
2019
Cardinality-constrained structured data-fitting problems
Open Journal of Mathematical Optimization · 2021
Open Journal of Mathematical Optimization
STA4502 MiniProject
2016
The Geometry of Structured Optimization
2020
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