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 Free Download Variational and Information Flows in Machine Learning and Optimal Transport English | 2025 | ISBN: 3031927303 | 266 Pages | PDF EPUB (True) | 30 MB Variational and stochastic flows on measure spaces are ubiquitous in machine learning and generative modeling. Optimal transport and diffeomorphic flows provide powerful frameworks to analyze such trajectories of distributions with elegant notions from differential geometry, such as geodesics, gradient and Hamiltonian flows. Recently, mean field control and mean field games offered a general optimal control variational view on learning problems. The four independent chapters in this book address the question of how the presented tools lead us to better understanding and further development of machine learning and generative models.  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Beautiful in form, and almost unbelievable in function, the B-70 would have been the ultimate incarnation of Curtis LeMay's vision of a strategic bomber. The half-million pound aircraft was capable of flying over 2,000 miles per hour in excess of 80,000 feet, and doing it for hours at a time. Fantastic as the Valkyrie appeared, it was not to be. The political and fiscal climate that existed during the 1960s strangled - then killed - the aircraft almost before it was born. This is the story of the largest Mach 3 aircraft ever flown - the North American Aviation XB-70A Valkyrie. Dennis R. Jenkins and Tony R. Landis have conducted extensive research in military, NASA, and company archives to find previously uncovered aspects of this fascinating program. Included are descriptions of the proposed bombing and navigation systems, defensive armament, electronic countermeasures, and early attempts at stealth technology. 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Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials and reagents, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols.  Free Download R. K. Nagaria, "VLSI, Communication and Signal Processing: Select Proceedings of the 5th International Conference, VCAS 2022 " English | ISBN: 9819909759 | 2024 | 898 pages | EPUB | 208 MB This book covers a variety of topics in Electronics and Communication Engineering, especially in the area of microelectronics and VLSI design, communication systems and networks, and signal and image processing. The content is based on papers presented at the 5th International Conference on VLSI, Communication and Signal Processing (VCAS 2022). The book also discusses the emerging applications of novel tools and techniques in image, video, and multimedia signal processing. 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