Backlund transformations and their applications (Volume 161

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Language: English

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It will mainly focus on recognizing and formulating convex problems, duality, and applications in a variety of fields (system design, pattern recognition, combinatorial optimization, financial engineering, etc.). (Recommended prerequisites: basic linear algebra.) Linear least Squares (batch, recursive, total, sparse, pseudoinverse, QR, SVD); Statistical figures of merit (bias, consistency, Cramer-Rao lower-bound, efficiency); Maximum likelihood estimation (MLE); Sufficient statistics; Algorithms for computing the MLE including the Expectation Maximation (EM) algorithm.

Pages: 352

Publisher: Academic Press (May 12, 1982)

ISBN: 0125928505

Probabilistic Information Theory: Discrete and Memoryless Models

Advances in Neural Networks -- ISNN 2010: 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part I (Lecture Notes in Computer Science)

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Information & On-Line Data in Astronomy (Astrophysics and Space Science Library)

Data Mining and Decision Support: Integration and Collaboration (The Springer International Series in Engineering and Computer Science)

Digital Human Modeling: First International Conference, ICDHM 2007, Held as Part of HCI International 2007, Beijing, China, July 22-27, 2007, Proceedings (Lecture Notes in Computer Science)

Advances in Artificial Intelligence - IBERAMIA 2010: 12th Ibero-American Conference on AI, Bahía Blanca, Argentina, November 1-5, 2010, Proceedings (Lecture Notes in Computer Science)

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Applied Informatics and Communication, Part III: International Conference, ICAIC 2011, Xi'an China, August 20-21, 2011, Proceedings, Part III ... and Information Science) (Volume 226)

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Parallel Computing Technologies: 10th International Conference, PaCT 2009, Novosibirsk, Russia, August 31-September 4, 2009, Proceedings (Lecture ... Computer Science and General Issues)

Nonlinear boundary value problems in science and engineering, Volume 183 (Mathematics in Science and Engineering)

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