Ilnura Usmanova

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

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Publications

Navdeep Kumar, Ilnura Usmanova, Kfir Yehuda Levy, Shie Mannor
Towards Faster Global Convergence of Robust Policy Gradient Methods. Tiny Papers @ ICLR (2024)
Ilnura Usmanova, Yarden As, Maryam Kamgarpour, Andreas Krause
Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning. CoRR (2022)
Yarden As, Ilnura Usmanova, Sebastian Curi, Andreas Krause
Constrained Policy Optimization via Bayesian World Models. CoRR (2022)
Yarden As, Ilnura Usmanova, Sebastian Curi, Andreas Krause
Constrained Policy Optimization via Bayesian World Models. ICLR (2022)
Anastasia Makarova, Ilnura Usmanova, Ilija Bogunovic, Andreas Krause
Risk-averse Heteroscedastic Bayesian Optimization. NeurIPS (2021)
Ilnura Usmanova, Maryam Kamgarpour, Andreas Krause, Kfir Y. Levy
Fast Projection Onto Convex Smooth Constraints. ICML (2021)
Anastasia Makarova, Ilnura Usmanova, Ilija Bogunovic, Andreas Krause
Risk-averse Heteroscedastic Bayesian Optimization. CoRR (2021)
Ilnura Usmanova, Andreas Krause, Maryam Kamgarpour
Safe non-smooth black-box optimization with application to policy search. L4DC (2020)
Ilnura Usmanova, Andreas Krause, Maryam Kamgarpour
Log Barriers for Safe Non-convex Black-box Optimization. CoRR (2019)
Ilnura Usmanova, Andreas Krause, Maryam Kamgarpour
Safe Convex Learning under Uncertain Constraints. AISTATS (2019)
Ilnura Usmanova, Andreas Krause, Maryam Kamgarpour
Safe non-smooth black-box optimization with application to policy search. CoRR (2019)