Sari: Chapman & Hall/CRC Artificial Intelligence and Robotics Series
(Ilmumisaeg: 14-Nov-2024, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781040165065)
Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. However, developing efficient ML-based systems requires addressing three problems: energy-efficiency, robustness, an...Loe edasi...
Sari: Chapman & Hall/CRC Artificial Intelligence and Robotics Series
(Ilmumisaeg: 14-Nov-2024, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781040165034)
Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. However, developing efficient ML-based systems requires addressing three problems: energy-efficiency, robustness, an...Loe edasi...
Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and verification. Sections cover adversarial attack, verification and defense, mainly focusing o...Loe edasi...
Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and verification. Sections cover adversarial attack, verification and defense, mainly focusing o...Loe edasi...
Michael Doumpos, Constantin Zopounidis, Evangelos Grigoroudis
Sari: International Series in Operations Research & Management Science
(Ilmumisaeg: 12-Jul-2016, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319331218)
This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and ma...Loe edasi...
(Ilmumisaeg: 11-May-2016, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319308005)
This book introduces methods of robust optimization in multivariateadaptive regression splines (MARS) and Conic MARS in order to handleuncertainty and non-linearity. The proposed techniques are implemented andexplained in two-model regulatory systems...Loe edasi...
(Ilmumisaeg: 20-Jan-2016, PDF+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781119212089)
Robust Optimization is a method to improve robustness using low-cost variations of a single, conceptual design. The benefits of Robust Optimization include faster product development cycles; faster launch cycles; fewer manufacturing problems; fewer f...Loe edasi...
(Ilmumisaeg: 19-Jan-2016, EPUB+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781119212140)
Robust Optimization is a method to improve robustness using low-cost variations of a single, conceptual design. The benefits of Robust Optimization include faster product development cycles; faster launch cycles; fewer manufacturing problems; fewer f...Loe edasi...
(Ilmumisaeg: 12-Jun-2013, EPUB+DRM, Kirjastus: ISTE Ltd and John Wiley & Sons Inc, ISBN-13: 9781118574751)
The loop-shaping approach consists of obtaining a specification in relation to the open loop of the control from specifications regarding various closed loop transfers, because it is easier to work on a single transfer (in addition to the open loop)...Loe edasi...
(Ilmumisaeg: 12-Jun-2013, PDF+DRM, Kirjastus: ISTE Ltd and John Wiley & Sons Inc, ISBN-13: 9781118574898)
The loop-shaping approach consists of obtaining a specification in relation to the open loop of the control from specifications regarding various closed loop transfers, because it is easier to work on a single transfer (in addition to the open loop)...Loe edasi...
Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Sari: Princeton Series in Applied Mathematics
(Ilmumisaeg: 10-Aug-2009, PDF+DRM, Kirjastus: Princeton University Press, ISBN-13: 9781400831050)
Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real applications that it is difficult to tackle such problems today without considering this powerful met...Loe edasi...
Frank J. Fabozzi, Petter N. Kolm, Dessislava A. Pachamanova, Sergio M. Focardi
(Ilmumisaeg: 27-Apr-2007, PDF+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470164891)
Praise for Robust Portfolio Optimization and Management "e;In the half century since Harry Markowitz introduced his elegant theory for selecting portfolios, investors and scholars have extended and refined its application to a wide range of real...Loe edasi...
