Arya Akhavan
6 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11)
π
Trend Setter
Conferences
NIPS (4)
JMLR (2)
Top co-authors
Keywords
zero-order optimization
(4)
strongly convex function
(3)
gradient descent
(3)
convex optimization
(2)
minimax lower bound
(2)
distributed optimization
(1)
gradient estimation
(1)
nonparametric regression
(1)
online optimization
(1)
stochastic approximation
(1)
strongly convex
(1)
strong convexity
(1)
projected gradient descent
(1)
strongly convex optimization
(1)
derivative-free optimization
(1)
regret bound
(1)
contextual bandit
(1)
gradient estimator
(1)
gradient-free optimization
(1)
stochastic method
(1)
Papers
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
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
NIPS 2022
Group Meritocratic Fairness in Linear Contextual Bandits
NIPS 2022
Distributed Zero-Order Optimization under Adversarial Noise
NIPS 2021
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits
NIPS 2020