Subedi, Unique

14 publications

ALT 2025 A Unified Theory of Supervised Online Learnability Vinod Raman, Unique Subedi, Ambuj Tewari

TMLR 2025 Controlling Statistical, Discretization, and Truncation Errors in Learning Fourier Linear Operators Unique Subedi, Ambuj Tewari

ICML 2025 On the Benefits of Active Data Collection in Operator Learning Unique Subedi, Ambuj Tewari

L4DC 2025 The Complexity of Sequential Prediction in Dynamical Systems Vinod Raman, Unique Subedi, Ambuj Tewari

JMLR 2024 A Characterization of Multioutput Learnability Vinod Raman, Unique Subedi, Ambuj Tewari

COLT 2024 Apple Tasting: Combinatorial Dimensions and Minimax Rates Vinod Raman, Unique Subedi, Ananth Raman, Ambuj Tewari

ALT 2024 Multiclass Online Learnability Under Bandit Feedback Ananth Raman, Vinod Raman, Unique Subedi, Idan Mehalel, Ambuj Tewari

ALT 2024 Online Infinite-Dimensional Regression: Learning Linear Operators Unique Subedi, Vinod Raman, Ambuj Tewari

COLT 2024 Online Learning with Set-Valued Feedback Vinod Raman, Unique Subedi, Ambuj Tewari

NeurIPS 2024 Smoothed Online Classification Can Be Harder than Batch Classification Vinod Raman, Unique Subedi, Ambuj Tewari

COLT 2023 Multiclass Online Learning and Uniform Convergence Steve Hanneke, Shay Moran, Vinod Raman, Unique Subedi, Ambuj Tewari

NeurIPS 2023 On Proper Learnability Between Average- and Worst-Case Robustness Vinod Raman, Unique Subedi, Ambuj Tewari

NeurIPS 2023 On the Learnability of Multilabel Ranking Vinod Raman, Unique Subedi, Ambuj Tewari

NeurIPSW 2022 Probabilistically Robust PAC Learning Vinod Raman, Ambuj Tewari, Unique Subedi