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The enormous demand for annotated data brought forth by deep learning techniques has been accompanied by the problem of annotation noise. Although this issue has been widely discussed in machine learning literature, it has been relatively unexplored
Externí odkaz:
http://arxiv.org/abs/2308.05101
Autor:
Ukil, Minhajul Islam
Publikováno v:
Journal of Entrepreneurship in Emerging Economies, 2022, Vol. 16, Issue 3, pp. 720-741.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JEEE-05-2022-0143
This paper addresses the end-to-end sample complexity bound for learning in closed loop the state estimator-based robust H2 controller for an unknown (possibly unstable) Linear Time Invariant (LTI) system, when given a fixed state-feedback gain. We b
Externí odkaz:
http://arxiv.org/abs/2211.16401
Publikováno v:
Society and Business Review, 2023, Vol. 19, Issue 1, pp. 132-154.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/SBR-09-2022-0227
Publikováno v:
In Electric Power Systems Research November 2024 236
Autor:
Aqib, Muhammad, Ukil, Abhisek
Publikováno v:
In Journal of Energy Storage 1 September 2024 97 Part A
This paper addresses the end-to-end sample complexity bound for learning the H2 optimal controller (the Linear Quadratic Gaussian (LQG) problem) with unknown dynamics, for potentially unstable Linear Time Invariant (LTI) systems. The robust LQG synth
Externí odkaz:
http://arxiv.org/abs/2109.14164
Publikováno v:
In Journal of Biological Chemistry June 2024 300(6)
Publikováno v:
New England Journal of Entrepreneurship, Vol 26, Iss 1, Pp 40-55 (2023)
Purpose – Although few studies indicate that financial concerns matter to social entrepreneurs, the literature is unclear about the extent to which a financial motive affects the intention to start a new social enterprise. Moreover, prior research
Externí odkaz:
https://doaj.org/article/644568300f874b8fb2d71764394769b6