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This collection of original papers related to the Israeli GAFA
seminar (on Geometric Aspects of Functional Analysis) from the
years 2006 to 2011 continues the long tradition of the previous
volumes, which reflect the general trends of Asymptotic Geometric
Analysis, understood in a broad sense, and are a source of
inspiration for new research. Most of the papers deal with various
aspects of the theory, including classical topics in the geometry
of convex bodies, inequalities involving volumes of such bodies or
more generally, logarithmically-concave measures, valuation theory,
probabilistic and isoperimetric problems in the combinatorial
setting, volume distribution on high-dimensional spaces and
characterization of classical constructions in Geometry and
Analysis (like the Legendre and Fourier transforms, derivation and
others). All the papers here are original research papers.
This book presents revised reviewed versions of lectures given during the Machine Learning Summer School held in Canberra, Australia, in February 2002. The lectures address the following key topics in algorithmic learning: statistical learning theory, kernel methods, boosting, reinforcement learning, theory learning, association rule learning, and learning linear classifier systems. Thus, the book is well balanced between classical topics and new approaches in machine learning. Advanced students and lecturers will find this book a coherent in-depth overview of this exciting area, while researchers will use this book as a valuable source of reference.
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