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Arya Akhavan
Arya Akhavan
Postdoctoral researcher, Ecole Polytechnique, IIT
Verified email at ensae.fr
Title
Cited by
Cited by
Year
Exploiting higher order smoothness in derivative-free optimization and continuous bandits
A Akhavan, M Pontil, A Tsybakov
Advances in Neural Information Processing Systems 33, 9017-9027, 2020
472020
A gradient estimator via l1-randomization for online zero-order optimization with two point feedback
A Akhavan, E Chzhen, M Pontil, A Tsybakov
Advances in Neural Information Processing Systems 35, 7685-7696, 2022
202022
Distributed zero-order optimization under adversarial noise
A Akhavan, M Pontil, A Tsybakov
Advances in Neural Information Processing Systems 34, 10209-10220, 2021
192021
Gradient-free optimization of highly smooth functions: improved analysis and a new algorithm
A Akhavan, E Chzhen, M Pontil, AB Tsybakov
arXiv preprint arXiv:2306.02159, 2023
102023
Group meritocratic fairness in linear contextual bandits
R Grazzi, A Akhavan, JIF Falk, L Cella, M Pontil
Advances in Neural Information Processing Systems 35, 24392-24404, 2022
102022
Contextual Continuum Bandits: Static Versus Dynamic Regret
A Akhavan, K Lounici, M Pontil, AB Tsybakov
arXiv preprint arXiv:2406.05714, 2024
2024
Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design
A Akhavan, D Gogolashvili, AB Tsybakov
Journal of Machine Learning Research 25 (11), 1-37, 2024
2024
Re-thinking High-dimensional Mathematical Statistics
F Bunea, R Nowak, AB Tsybakov
Oberwolfach Reports 19 (2), 1377-1430, 2023
2023
Derivative-free stochastic optimization, online learning and fairness
A Akhavanfoomani
Institut polytechnique de Paris, 2023
2023
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