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ORCIDMemory of Emmanuil Braverman 2017
- Lev I. Rozonoer, Boris G. Mirkin, Ilya Muchnik:
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. Lecture Notes in Computer Science 11100, Springer 2018, ISBN 978-3-319-99491-8
Bridging Past and Future
- Valentina Sulimova, Vadim Mottl:
Potential Functions for Signals and Symbolic Sequences. 3-31 - Boris G. Mirkin
:
Braverman's Spectrum and Matrix Diagonalization Versus iK-Means: A Unified Framework for Clustering. 32-51 - Vadim Mottl, Oleg Seredin, Olga Krasotkina:
Compactness Hypothesis, Potential Functions, and Rectifying Linear Space in Machine Learning. 52-102 - Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman:
Conformal Predictive Distributions with Kernels. 103-121 - Lev I. Rozonoer:
On the Concept of Compositional Complexity. 122-127 - Mark A. Aizerman, Emmanuil M. Braverman, Lev I. Rozonoer:
On the Choice of a Kernel Function in Symmetric Spaces. 128-147 - Igor Mandel:
Causality Modeling and Statistical Generative Mechanisms. 148-186
Novel Developments
- Evgeny Bauman, Konstantin Bauman:
One-Class Semi-supervised Learning. 189-200 - Nicolas Borisov, Victor Tkachev, Anton Buzdin, Ilya Muchnik:
Prediction of Drug Efficiency by Transferring Gene Expression Data from Cell Lines to Cancer Patients. 201-212 - Vladimir Lumelsky:
On One Approach to Robot Motion Planning. 213-228 - Léon Bottou, Martín Arjovsky, David Lopez-Paz, Maxime Oquab:
Geometrical Insights for Implicit Generative Modeling. 229-268 - Peter J. Sadowski, Pierre Baldi:
Deep Learning in the Natural Sciences: Applications to Physics. 269-297 - Forest Agostinelli, Guillaume Hocquet, Sameer Singh, Pierre Baldi:
From Reinforcement Learning to Deep Reinforcement Learning: An Overview. 298-328
Personal and Beyond
- Lev I. Rozonoer:
A Man of Unlimited Capabilities (in Memory of E. M. Braverman). 331-332 - Mark Levin:
Braverman and His Theory of Disequilibrium Economics. 333-340 - Boris G. Mirkin:
Misha Braverman: My Mentor and My Model. 341-348 - Ilya Muchnik:
List of Braverman's Papers Published in the "Avtomatika i telemekhanika" Journal, Moscow, Russia, and Translated to English as "Automation and Remote Control" Journal. 349-351
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