Yahya Sattar

3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9)

Conferences

L4DC (2) JMLR (1)

Top co-authors

Sarah Dean (2) Maryam Fazel (1) Yassir Jedra (1) Kimia Kazemian (1) Samet Oymak (1)

Keywords

sample complexity (1) uniform convergence (1) gradient descent (1) nonlinear control (1) mixing time (1) nonlinear dynamical system (1) random feature (1) empirical loss (1) data-driven control (1) control-affine system (1) kernel methods (1)

Papers

Finite Sample Identification of Partially Observed Bilinear Dynamical Systems L4DC 2025

Random features approximation for control-affine systems L4DC 2024

Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems JMLR 2022