Asilis, Julian

7 publications

COLT 2025 Local Regularizers Are Not Transductive Learners Sky Jafar, Julian Asilis, Shaddin Dughmi

NeurIPS 2025 On Agnostic PAC Learning in the Small Error Regime Julian Asilis, Mikael Møller Høgsgaard, Grigoris Velegkas

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

ALT 2025 Understanding Aggregations of Proper Learners in Multiclass Classification Julian Asilis, Mikael Møller Høgsgaard, Grigoris Velegkas

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

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