Braverman readings in machine learning : key ideas from inception to current state : International Conference Commemorating the 40th Anniversary of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017, invited talks /: key ideas from inception to current state : International Conference Commemorating the 40th Anniversary of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017, invited talks. (2018)

• Record Type: Book
• Further Information: Note: Lev Rozonoer, Boris Mirkin, Ilya Muchnik (eds.).
• Editors: Rozonoer, Lev; Mirkin, B. G (Boris Grigorʹevich); Muchnik, Ilya
• Other Names: Braverman, Ė. M (Ėmmanuil Markovich) honouree.; Conference "Braverman Readings in Machine Learning: Key Ideas from Inception to Current State"
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xii, 353 pages), illustrations
• Subjects: 006.3/1; Machine learning -- Congresses; Machine learning; Electronic books; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319994925; 3319994921; 9783319994932
• Related ISBNs: 9783319994918; 3319994913; 331999493X
• Notes: Note: Includes bibliographical references and author index.; Note: Online resource; title from PDF title page (SpringerLink, viewed September 7, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.