Stefan Stojanovic
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12)
🗺️
Taxonomy Completionist
(13)
Conferences
ICML (2)
NIPS (2)
ALT (1)
Top co-authors
Keywords
matrix estimation
(2)
spectral method
(2)
reinforcement learning
(2)
sparse regression
(1)
policy iteration
(1)
low-rank matrix
(1)
support vector machine
(1)
generalization bound
(1)
inductive bia
(1)
low-rank matrix estimation
(1)
leverage score
(1)
model-free reinforcement learning
(1)
linear model
(1)
low-rank structure
(1)
margin classifier
(1)
singular subspace
(1)
noisy interpolation
(1)
fast learning rate
(1)
entry-wise prediction error
(1)
sample complexity
(1)
Papers
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
NIPS 2024
Tight bounds for maximum $\ell_1$-margin classifiers
ALT 2024
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery
ICML 2024
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
NIPS 2023
Fast rates for noisy interpolation require rethinking the effect of inductive bias
ICML 2022