Search Results - "Rayyan Sheriff, Mohammed"

Measure of quality of finite-dimensional linear systems: A frame-theoretic view by PK, Mishal Assif, Rayyan Sheriff, Mohammed, Chatterjee, Debasish

“…A measure of quality of a control system is a quantitative extension of the classical binary notion of controllability. In this article we study the quality of…”
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On a frame theoretic measure of quality of LTI systems by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…It is of practical significance to define the notion of a measure of quality of a control system, i.e., a quantitative extension of the classical notion of…”
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Nonlinear Distributionally Robust Optimization by Sheriff, Mohammed Rayyan, Esfahani, Peyman Mohajerin

“…This article focuses on a class of distributionally robust optimization (DRO) problems where, unlike the growing body of the literature, the objective function…”
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Novel min-max reformulations of Linear Inverse Problems by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…Journal of Machine Learning Research, Vol. 23, Paper No. 28, pp. 1-46, 2022 In this article, we dwell into the class of so-called ill-posed Linear Inverse…”
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Dictionary Learning with Almost Sure Error Constraints by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…A dictionary is a database of standard vectors, so that other vectors / signals are expressed as linear combinations of dictionary vectors, and the task of…”
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Fast Algorithm for Constrained Linear Inverse Problems by Sheriff, Mohammed Rayyan, Redel, Floor Fenne, Esfahani, Peyman Mohajerin

“…We consider the constrained Linear Inverse Problem (LIP), where a certain atomic norm (like the $\ell_1 $ norm) is minimized subject to a quadratic constraint…”
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On Convex Duality in Linear Inverse Problems by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…In this article we dwell into the class of so called ill posed Linear Inverse Problems (LIP) in machine learning, which has become almost a classic in recent…”
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State-space Realization of Linear Time-invariant Systems with Maximum Measure of Quality by Sheriff, Mohammed Rayyan, Nagahara, Masaaki

“…In this paper, we give a state-space realization that maximizes the measure of quality (MoQ). MoQ of a system is a performance index that determines how easily…”
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On a frame theoretic measure of quality of LTI systems by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…A measure of quality of a control system, i.e., a quantitative extension of the classical notion of controllability is a practically relevant idea. In this…”
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A complete characterization of optimal dictionaries for least squares representation by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…Journal of Machine Learning Research, Vol 18, Paper No. 107, 1--28, 2017 Dictionaries are collections of vectors used for representations of elements in…”
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Optimal dictionary for least squares representation by Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…Journal of Machine Learning Research, Vol. 18, Paper No. 107, pp. 1-28, 2017 Dictionaries are collections of vectors used for representations of random vectors…”
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Measure of quality of finite-dimensional linear systems: A frame-theoretic view by PK, Mishal Assif, Sheriff, Mohammed Rayyan, Chatterjee, Debasish

“…A measure of quality of a control system is a quantitative extension of the classical binary notion of controllability. In this article we study the quality of…”
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Mohammed Rayyan Sheriff [Ph.D.s in Control] by Sheriff, Mohammed Rayyan

“…How would you pitch your Ph.D. dissertation in one paragraph and how would you describe the significance and relevance of your results?…”
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