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Denis Belomestny
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4
Polynomial rates via deconvolution for nonparametric estimation in McKean-Vlasov SDEs
30 October 2024 by
Chiara Amorino
and
others
Statistics Theory
Theoretical guarantees for neural control variates in MCMC
28 October 2024 by
Denis Belomestny
and
others
Statistics Theory
,
Machine Learning
UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms
7 October 2024 by
Ilya Levin
and
others
Machine Learning
,
Optimization and Control
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson-Romberg Extrapolation
7 October 2024 by
Marina Sheshukova
and
others
Optimization and Control
,
Machine Learning
A New Bound on the Cumulant Generating Function of Dirichlet Processes
27 September 2024 by
Pierre Perrault
and
others
Probability
,
Information Theory
Weighted mesh algorithms for general Markov decision processes: Convergence and tractability
29 June 2024 by
Denis Belomestny
and
John Schoenmakers
Optimization and Control
,
Machine Learning
Demonstration-Regularized RL
10 June 2024 by
Daniil Tiapkin
and
others
Machine Learning
Decompounding Under General Mixing Distributions
8 May 2024 by
Denis Belomestny
and
others
Statistics Theory
,
Methodology
On nonparametric estimation of the interaction function in particle system models
22 February 2024 by
Denis Belomestny
and
others
Statistics Theory
Rates of convergence for density estimation with generative adversarial networks
25 January 2024 by
Nikita Puchkin
and
others
Statistics Theory
,
Machine Learning
Statistical Inference for Scale Mixture Models via Mellin Transform Approach
22 January 2024 by
Denis Belomestny
and
others
at
Higher School of Economics
Methodology
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