Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise LearningAAAI Conference on Artificial Intelligence (AAAI), 2025 |
High-Dimensional Private Empirical Risk Minimization by Greedy
Coordinate DescentInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Differentially Private Coordinate Descent for Composite Empirical Risk
MinimizationInternational Conference on Machine Learning (ICML), 2021 |
Differential Privacy and Byzantine Resilience in SGD: Do They Add Up?ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC), 2021 |