UNIQUE SUBEDI
12 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
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Dynamic Duo
(12)
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Prolific Year
(6)
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Century Club
(12)
Conferences
ALT (3)
COLT (3)
NIPS (3)
ICML (1)
JMLR (1)
L4DC (1)
Top co-authors
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