Общедоступные статьи - Ilnura UsmanovaПодробнее...
5 статей доступны в некоторых источниках
Safe convex learning under uncertain constraints
I Usmanova, A Krause, M Kamgarpour
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Финансирование: Swiss National Science Foundation, European Commission
Risk-averse heteroscedastic bayesian optimization
A Makarova, I Usmanova, I Bogunovic, A Krause
Advances in Neural Information Processing Systems 34, 17235-17245, 2021
Финансирование: Swiss National Science Foundation, European Commission
Fast projection onto convex smooth constraints
I Usmanova, M Kamgarpour, A Krause, K Levy
International Conference on Machine Learning, 10476-10486, 2021
Финансирование: Swiss National Science Foundation, European Commission
Safe non-smooth black-box optimization with application to policy search
I Usmanova, A Krause, M Kamgarpour
Learning for Dynamics and Control, 980-989, 2020
Финансирование: Swiss National Science Foundation, European Commission
Log barriers for safe black-box optimization with application to safe reinforcement learning
I Usmanova, Y As, M Kamgarpour, A Krause
Journal of Machine Learning Research 25 (171), 1-54, 2024
Финансирование: Swiss National Science Foundation, European Commission
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