Shafiee, Soroosh

4 publications

NeurIPS 2025 Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization Khanh-Hung Giang-Tran, Soroosh Shafiee, Nam Ho-Nguyen

ICML 2025 Scalable First-Order Method for Certifying Optimal K-Sparse GLMs Jiachang Liu, Soroosh Shafiee, Andrea Lodi

COLT 2024 Robust Distribution Learning with Local and Global Adversarial Corruptions (extended Abstract) Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee

NeurIPS 2023 Outlier-Robust Wasserstein DRO Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee