Devic, Siddartha

8 publications

ALT 2025 Proper Learnability and the Role of Unlabeled Data Julian Asilis, Siddartha Devic, Shaddin Dughmi, Vatsal Sharan, Shang-Hua Teng

COLT 2024 Open Problem: Can Local Regularization Learn All Multiclass Problems? Julian Asilis, Siddartha Devic, Shaddin Dughmi, Vatsal Sharan, Shang-Hua Teng

COLT 2024 Regularization and Optimal Multiclass Learning Julian Asilis, Siddartha Devic, Shaddin Dughmi, Vatsal Sharan, Shang-Hua Teng

ICML 2024 Stability and Multigroup Fairness in Ranking with Uncertain Predictions Siddartha Devic, Aleksandra Korolova, David Kempe, Vatsal Sharan

NeurIPS 2024 Transductive Learning Is Compact Julian Asilis, Siddartha Devic, Shaddin Dughmi, Vatsal Sharan, Shang-Hua Teng

NeurIPS 2024 When Is Multicalibration Post-Processing Necessary? Dutch Hansen, Siddartha Devic, Preetum Nakkiran, Vatsal Sharan

ICML 2023 Fairness in Matching Under Uncertainty Siddartha Devic, David Kempe, Vatsal Sharan, Aleksandra Korolova

AISTATS 2022 Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions Zihao Deng, Siddartha Devic, Brendan Juba