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Samet Oymak

Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs

May 15, 2023
Karthik Elamvazhuthi, Xuechen Zhang, Samet Oymak, Fabio Pasqualetti

* Extended preprint. Accepted for oral presentation at 5th Annual Learning for Dynamics & Control Conference

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Provable Pathways: Learning Multiple Tasks over Multiple Paths

Mar 08, 2023
Yingcong Li, Samet Oymak

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Stochastic Contextual Bandits with Long Horizon Rewards

Feb 03, 2023
Yuzhen Qin, Yingcong Li, Fabio Pasqualetti, Maryam Fazel, Samet Oymak

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* 47 pages, to appear at AAAI 2023

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Finite Sample Identification of Bilinear Dynamical Systems

Aug 29, 2022
Yahya Sattar, Samet Oymak, Necmiye Ozay

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