Ilnura Usmanova
7 papers
· 2019–2025
· 6 conferences
· across top CS/AI conferences
Achievements
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(11)
🚀
Conference Pioneer
Conferences
AISTATS (2)
ICLR (1)
ICML (1)
JMLR (1)
L4DC (1)
NIPS (1)
Top co-authors
Research topics
Keywords
black-box optimization
(2)
constrained optimization
(2)
log barrier
(2)
gaussian process
(1)
policy search
(1)
constraint satisfaction
(1)
bayesian optimization
(1)
euclidean projection
(1)
safe reinforcement learning
(1)
regret bound
(1)
primal-dual method
(1)
non-smooth optimization
(1)
zeroth-order optimization
(1)
safe optimization
(1)
frank-wolfe algorithm
(1)
convex set
(1)
heteroscedastic model
(1)
safe learning
(1)
safety-critical optimization
(1)
log barrier method
(1)
Papers
Safe Convex Learning under Uncertain Constraints
AISTATS 2019