Yahya Sattar

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

High Dimensions

Sample Complexity

Top Venues

Publications

Kimia Kazemian, Yahya Sattar, Sarah Dean
Random features approximation for control-affine systems. L4DC (2024)
Kimia Kazemian, Yahya Sattar, Sarah Dean
Random Features Approximation for Control-Affine Systems. CoRR (2024)
Yahya Sattar, Samet Oymak
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems. J. Mach. Learn. Res. 23 (2022)
Yahya Sattar, Samet Oymak, Necmiye Ozay
Finite Sample Identification of Bilinear Dynamical Systems. CoRR (2022)
Yahya Sattar, Samet Oymak, Necmiye Ozay
Finite Sample Identification of Bilinear Dynamical Systems. CDC (2022)
Zhe Du, Yahya Sattar, Davoud Ataee Tarzanagh, Laura Balzano, Necmiye Ozay, Samet Oymak
Data-Driven Control of Markov Jump Systems: Sample Complexity and Regret Bounds. ACC (2022)
Yahya Sattar, Zhe Du, Davoud Ataee Tarzanagh, Samet Oymak, Laura Balzano, Necmiye Ozay
Certainty Equivalent Quadratic Control for Markov Jump Systems. ACC (2022)
Zhe Du, Yahya Sattar, Davoud Ataee Tarzanagh, Laura Balzano, Samet Oymak, Necmiye Ozay
Certainty Equivalent Quadratic Control for Markov Jump Systems. CoRR (2021)
Yahya Sattar, Zhe Du, Davoud Ataee Tarzanagh, Laura Balzano, Necmiye Ozay, Samet Oymak
Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds. CoRR (2021)
Yahya Sattar, Zubair Khalid
Estimation of Groundwater Storage Variations in Indus River Basin Using Grace Data. ICASSP (2021)
Yahya Sattar, Samet Oymak
Quickly Finding the Best Linear Model in High Dimensions via Projected Gradient Descent. IEEE Trans. Signal Process. 68 (2020)
Yahya Sattar, Zubair Khalid
Estimation of Groundwater Storage Variations in Indus River Basin using GRACE Data. CoRR (2020)
Mingchen Li, Yahya Sattar, Christos Thrampoulidis, Samet Oymak
Exploring Weight Importance and Hessian Bias in Model Pruning. CoRR (2020)
Yahya Sattar, Samet Oymak
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems. CoRR (2020)
Yahya Sattar, Zubair Khalid, Rodney A. Kennedy
Accurate Reconstruction of Finite Rate of Innovation Signals on the Sphere. ICASSP (2019)
Yahya Sattar, Samet Oymak
Quickly Finding the Best Linear Model in High Dimensions. CoRR (2019)
Yahya Sattar, Samet Oymak
A Simple Framework for Learning Stabilizable Systems. CAMSAP (2019)
Yahya Sattar, Zubair Khalid, Rodney A. Kennedy
Robust reconstruction of spherical signals with finite rate of innovation. ICASSP (2017)
Yahya Sattar, Zubair Khalid, Rodney A. Kennedy
Accurate Reconstruction of Finite Rate of Innovation Signals on the Sphere. CoRR (2016)