Pavel Kolev
6 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (17)
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
Keywords
combinatorial optimization
(1)
online learning
(1)
imitation learning
(1)
matrix factorization
(1)
bipartite matching
(1)
policy learning
(1)
low-rank approximation
(1)
nash equilibrium
(1)
constraint satisfaction
(1)
matrix approximation
(1)
machine learning
(1)
sparse optimization
(1)
sublinear time
(1)
low rank approximation
(1)
regret bound
(1)
online algorithm
(1)
approximation algorithm
(1)
secretary problem
(1)
adversarial constraint
(1)
competitive analysis
(1)
Papers
SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models
ICML 2025
On Imitation in Mean-field Games
NIPS 2023
Online Learning under Adversarial Nonlinear Constraints
NIPS 2023
Benchmarking Offline Reinforcement Learning on Real-Robot Hardware
ICLR 2023
Secretary and Online Matching Problems with Machine Learned Advice
NIPS 2020
Approximation Algorithms for $\ell_0$-Low Rank Approximation
NIPS 2017