Denis Belomestny
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer
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Hot Topic Early Bird
Conferences
ICLR (2)
ICML (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
markov decision process
(2)
bayesian inference
(2)
posterior sampling
(2)
regret bound
(2)
sample complexity
(1)
minimax optimality
(1)
regret minimization
(1)
nonparametric estimation
(1)
optimistic exploration
(1)
minimax optimal
(1)
upper confidence bound
(1)
convergence rate
(1)
generative adversarial network
(1)
model-free reinforcement learning
(1)
jensen-shannon divergence
(1)
maximum entropy exploration
(1)
episodic markov decision process
(1)
episodic mdp
(1)
visitation entropy
(1)
trajectory entropy
(1)
Papers
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation
ICLR 2025
Demonstration-Regularized RL
ICLR 2024
Rates of convergence for density estimation with generative adversarial networks
JMLR 2024
Model-free Posterior Sampling via Learning Rate Randomization
NIPS 2023
Fast Rates for Maximum Entropy Exploration
ICML 2023
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees
NIPS 2022
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses
ICML 2022