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Braverman Readings in Machine Learning. Key Ideas from Inception to Current State: International Conference Commemorating the 40th Anniversary of ... ... MA, USA, April 28-30, 2017, Invited Talks - Brossura

 
9783319994932: Braverman Readings in Machine Learning. Key Ideas from Inception to Current State: International Conference Commemorating the 40th Anniversary of ... ... MA, USA, April 28-30, 2017, Invited Talks

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Potential Functions for Signals and Symbolic Sequences.- Braverman's Spectrum and Matrix Diagonalization versus iK-Means: A Unified Framework for Clustering.-  Compactness Hypothesis, Potential Functions, and Rectifying Linear Space in Machine Learning.- Conformal Predictive Distributions with Kernels.- On the Concept of Compositional Complexity.-  On the Choice of a Kernel Function in Symmetric Spaces.- Causality Modeling and Statistical Generative Mechanisms.- One-Class Semi-Supervised Learning.- Prediction of Drug Efficiency by Transferring Gene Expression Data from Cell Lines to Cancer Patients.- On One Approach to Robot Motion Planning.- Geometrical Insights for Implicit Generative Modeling.- Deep Learning in the Natural Sciences: Applications to Physics.- From Reinforcement Learning to Deep Reinforcement Learning: An Overview.- A Man of Unlimited Capabilities.- Braverman and His Theory of Disequilibrium Economics.- Misha Braverman: My Mentor and My Model.- List of Braverman's papers published in the "Avtomatika itelemekhanika" journal, Moscow, Russia, and translated into English as "Automation and Remote Control" journal.

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9783319994918: Braverman Readings in Machine Learning. Key Ideas from Inception to Current State: Key Ideas from Inception to Current State: International Conference ... USA, April 28-30, 2017, Invited Talks: 11100

Edizione in evidenza

ISBN 10:  3319994913 ISBN 13:  9783319994918
Casa editrice: Springer, 2018
Brossura