UNIQUE SUBEDI

12 papers · 2023–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🤝 Dynamic Duo (12) ⚡ Prolific Year (6) 💎 Century Club (12)

Conferences

ALT (3) COLT (3) NIPS (3) ICML (1) JMLR (1) L4DC (1)

Top co-authors

Ambuj Tewari (12) Vinod Raman (11) Ananth Raman (2) Steve Hanneke (1) Shay Moran (1) Idan Mehalel (1)

Keywords

online learning (5) combinatorial dimension (2) multiclass classification (2) littlestone dimension (2) multilabel classification (2) learning theory (2) batch learning (2) agnostic learning (1) bandit feedback (1) mistake bound (1) minimax rate (1) generalization guarantee (1) operator learning (1) smoothed analysis (1) infinite-dimensional space (1) ranking loss (1) proper learning (1) online regression (1) linear operator (1) multioutput learning (1)

Papers

The Complexity of Sequential Prediction in Dynamical Systems L4DC 2025

A Unified Theory of Supervised Online Learnability ALT 2025

On the Benefits of Active Data Collection in Operator Learning ICML 2025

Online Infinite-Dimensional Regression: Learning Linear Operators ALT 2024

Smoothed Online Classification can be Harder than Batch Classification NIPS 2024

Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024

Online Learning with Set-valued Feedback COLT 2024

A Characterization of Multioutput Learnability JMLR 2024

Multiclass Online Learnability under Bandit Feedback ALT 2024

Multiclass Online Learning and Uniform Convergence COLT 2023

On Proper Learnability between Average- and Worst-case Robustness NIPS 2023

On the Learnability of Multilabel Ranking NIPS 2023