Yahya Sattar

29 papers C 3Misc 3Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Case Study of Low Ranked Self-Expressive Structures in Neural Network Representations.
CPAL
Uday Singh Saini, William Shiao, Yahya Sattar, Yogesh Dahiya, Samet Oymak, Evangelos E. Papalexakis
2025 J jnl
Explore-then-Commit for Nonstationary Linear Bandits with Latent Dynamics.
CoRR
Sunmook Choi, Yahya Sattar, Yassir Jedra, Maryam Fazel, Sarah Dean
2025 — conf
Finite Sample Identification of Partially Observed Bilinear Dynamical Systems.
L4DC
Yahya Sattar, Yassir Jedra, Maryam Fazel, Sarah Dean
2025 J jnl
Finite Sample Identification of Partially Observed Bilinear Dynamical Systems.
CoRR
Yahya Sattar, Yassir Jedra, Maryam Fazel, Sarah Dean
2025 C conf
Learning Linear Dynamics from Bilinear Observations.
ACC
Yahya Sattar, Yassir Jedra, Sarah Dean
2025 J jnl
Pre-trained Large Language Models Learn Hidden Markov Models In-context.
CoRR
Yijia Dai, Zhaolin Gao, Yahya Sattar, Sarah Dean, Jennifer J. Sun
2025 — conf
Sub-optimality of the Separation Principle for Quadratic Control from Bilinear Observations.
CDC
Yahya Sattar, Sunmook Choi, Yassir Jedra, Maryam Fazel, Sarah Dean
2025 J jnl
Sub-optimality of the Separation Principle for Quadratic Control from Bilinear Observations.
CoRR
Yahya Sattar, Sunmook Choi, Yassir Jedra, Maryam Fazel, Sarah Dean
2024 J jnl
Learning Linear Dynamics from Bilinear Observations.
CoRR
Yahya Sattar, Yassir Jedra, Sarah Dean
2024 J jnl
Random Features Approximation for Control-Affine Systems.
CoRR
Kimia Kazemian, Yahya Sattar, Sarah Dean
2024 — conf
Random features approximation for control-affine systems.
L4DC
Kimia Kazemian, Yahya Sattar, Sarah Dean
2023 — —
The Sample Complexity of Learning Dynamical Systems
Yahya Sattar
2022 C conf
Certainty Equivalent Quadratic Control for Markov Jump Systems.
ACC
Yahya Sattar, Zhe Du, Davoud Ataee Tarzanagh, Samet Oymak, Laura Balzano, Necmiye Ozay
2022 C conf
Data-Driven Control of Markov Jump Systems: Sample Complexity and Regret Bounds.
ACC
Zhe Du, Yahya Sattar, Davoud Ataee Tarzanagh, Laura Balzano, Necmiye Ozay, Samet Oymak
2022 — conf
Finite Sample Identification of Bilinear Dynamical Systems.
CDC
Yahya Sattar, Samet Oymak, Necmiye Ozay
2022 J jnl
Finite Sample Identification of Bilinear Dynamical Systems.
CoRR
Yahya Sattar, Samet Oymak, Necmiye Ozay
2022 J jnl
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems.
J. Mach. Learn. Res.
Yahya Sattar, Samet Oymak
2021 J jnl
Certainty Equivalent Quadratic Control for Markov Jump Systems.
CoRR
Zhe Du, Yahya Sattar, Davoud Ataee Tarzanagh, Laura Balzano, Samet Oymak, Necmiye Ozay
2021 Misc conf
Estimation of Groundwater Storage Variations in Indus River Basin Using Grace Data.
ICASSP
Yahya Sattar, Zubair Khalid
2021 J jnl
Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds.
CoRR
Yahya Sattar, Zhe Du, Davoud Ataee Tarzanagh, Laura Balzano, Necmiye Ozay, Samet Oymak
2020 J jnl
Estimation of Groundwater Storage Variations in Indus River Basin using GRACE Data.
CoRR
Yahya Sattar, Zubair Khalid
2020 J jnl
Exploring Weight Importance and Hessian Bias in Model Pruning.
CoRR
Mingchen Li, Yahya Sattar, Christos Thrampoulidis, Samet Oymak
2020 J jnl
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems.
CoRR
Yahya Sattar, Samet Oymak
2020 J jnl
Quickly Finding the Best Linear Model in High Dimensions via Projected Gradient Descent.
IEEE Trans. Signal Process.
Yahya Sattar, Samet Oymak
2019 — conf
A Simple Framework for Learning Stabilizable Systems.
CAMSAP
Yahya Sattar, Samet Oymak
2019 Misc conf
Accurate Reconstruction of Finite Rate of Innovation Signals on the Sphere.
ICASSP
Yahya Sattar, Zubair Khalid, Rodney A. Kennedy
2019 J jnl
Quickly Finding the Best Linear Model in High Dimensions.
CoRR
Yahya Sattar, Samet Oymak
2017 Misc conf
Robust reconstruction of spherical signals with finite rate of innovation.
ICASSP
Yahya Sattar, Zubair Khalid, Rodney A. Kennedy
2016 J jnl
Accurate Reconstruction of Finite Rate of Innovation Signals on the Sphere.
CoRR
Yahya Sattar, Zubair Khalid, Rodney A. Kennedy