Yahya Sattar - RankMe

29 papers C 3Misc 3Journal 16Unranked 6

Year	Rank	Type	Title / 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