Concepedia

Ilnura Usmanova

IU

4

Publications

101

Citations

4

H-Index

2016

Active since

Affiliations

Institute for Information Transmission Problems(Current)

Keldysh Institute of Applied Mathematics

Moscow Institute of Physics and Technology

Ilnura Usmanova is an author at Institute for Information Transmission Problems specializing in decision theory, machine learning, and uncertainty quantification.

Top concepts

Publications per year

2016–2022

4

Publications

4

Stochastic online optimization. Single-point and multi-point non-linear multi-armed bandits. Convex and strongly-convex case

Alexander Gasnikov, Ekaterina Krymova, A. A. Lagunovskaya et al. · Automation and Remote Control · 2017 · 47 citations

Gradient-free proximal methods with inexact oracle for convex stochastic nonsmooth optimization problems on the simplex

Alexander Gasnikov, A. A. Lagunovskaya, Ilnura Usmanova et al. · Automation and Remote Control · 2016 · 28 citations

Safe Convex Learning under Uncertain Constraints

Ilnura Usmanova, Andreas Krause, Maryam Kamgarpour · Repository for Publications and Research Data (ETH Zurich) · 2019 · 15 citations · Full text

Constrained Policy Optimization via Bayesian World Models

Yarden As, Ilnura Usmanova, Sebastian Curi et al. · arXiv (Cornell University) · 2022 · 11 citations · Full text

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