Alexandre B. Tsybakov
5 papers · 2015–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(10)
π
Keyword Champion
(2)
β
The Questioner
Conferences
JMLR (4)
AISTATS (1)
Top co-authors
Research topics
Keywords
gradient descent
(2)
strongly convex function
(2)
minimax lower bound
(2)
nonparametric regression
(2)
model aggregation
(1)
isotonic regression
(1)
oracle inequality
(1)
low-rank constraint
(1)
strongly convex optimization
(1)
zero-order optimization
(1)
minimax regret
(1)
square loss
(1)
convergence rate
(1)
minimax rate
(1)
gradient-free optimization
(1)
stochastic method
(1)
convex regression
(1)
polyak-lojasiewicz condition
(1)
minimax optimal rate
(1)
adaptive estimation
(1)
Papers
Generalized multi-view model: Adaptive density estimation under low-rank constraints
JMLR 2025
Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design
JMLR 2024
Gradient-free optimization of highly smooth functions: improved analysis and a new algorithm
JMLR 2024
Does data interpolation contradict statistical optimality?
AISTATS 2019
Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation
JMLR 2015