Soroosh Shafiee

14 papers A* 3Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
GPU-friendly and Linearly Convergent First-order Methods for Certifying Optimal k-sparse GLMs.
CoRR
Jiachang Liu, Andrea Lodi, Soroosh Shafiee
2026 J jnl
Wasserstein Distributionally Robust Online Learning.
CoRR
Guixian Chen, Salar Fattahi, Soroosh Shafiee
2025 J jnl
A Robust Optimization Approach to Network Control Using Local Information Exchange.
Oper. Res.
Georgios Darivianakis, Angelos Georghiou, Soroosh Shafiee, John Lygeros
2025 J jnl
A Saddle Point Algorithm for Robust Data-Driven Factor Model Problems.
CoRR
Shabnam Khodakaramzadeh, Soroosh Shafiee, Gabriel de Albuquerque Gleizer, Peyman Mohajerin Esfahani
2025 J jnl
Distributionally robust optimization.
Acta Numer.
Daniel Kuhn, Soroosh Shafiee, Wolfram Wiesemann
2025 A* conf
Scalable First-order Method for Certifying Optimal k-Sparse GLMs.
ICML
Jiachang Liu, Soroosh Shafiee, Andrea Lodi
2025 J jnl
Scalable First-order Method for Certifying Optimal k-Sparse GLMs.
CoRR
Jiachang Liu, Soroosh Shafiee, Andrea Lodi
2024 J jnl
Constrained optimization of rank-one functions with indicator variables.
Math. Program.
Soroosh Shafiee, Fatma Kilinç-Karzan
2024 J jnl
Distributionally Robust Optimization.
CoRR
Daniel Kuhn, Soroosh Shafiee, Wolfram Wiesemann
2024 A* conf
Robust Distribution Learning with Local and Global Adversarial Corruptions (extended abstract).
COLT
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
2024 J jnl
Robust Distribution Learning with Local and Global Adversarial Corruptions.
CoRR
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
2023 A* conf
Outlier-Robust Wasserstein DRO.
NeurIPS
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
2023 J jnl
Outlier-Robust Wasserstein DRO.
CoRR
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
2013 J jnl
Piecewise linear spine for speed-energy efficiency trade-off in quadruped robots.
Robotics Auton. Syst.
Mahdi Khoramshahi, Hamed Jalaly Bidgoly, Soroosh Shafiee, Ali Asaei, Auke Jan Ijspeert, Majid Nili Ahmadabadi