Bandit Algorithms
Tor (University of Alberta) Lattimore
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p-adic Numbers, p-adic Analysis, and Zeta-Functions
Neal Koblitz
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The Mathematical Theory of Communication
Claude E Shannon
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A First Course in Stochastic Models
Henk C. (Vrije University, The Netherlands) Tijms
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Patterns, Predictions, and Actions : Foundations of Machine Learning
Moritz Hardt
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Probability on Trees and Networks
Russell (Indiana University, Bloomington) Lyons
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Deep Learning on Graphs
Yao (Michigan State University) Ma
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Spatio-Temporal Statistics with R
Christopher K. Wikle
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An Excursion through Elementary Mathematics, Volume I : Real Numbers and Functions
Antonio Caminha Muniz Neto
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An Illustrative Guide to Multivariable and Vector Calculus
Stanley J. Miklavcic
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Classical Descriptive Set Theory
Alexander Kechris
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Advanced Calculus : A Geometric View
James J., Jr. Callahan
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Random Graphs and Complex Networks
Remco van der (Technische Universiteit Eindhoven, The Netherl Hofstad
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Linear Algebra
Elizabeth S. (Case Western Reserve University, Ohio) Meckes
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Statistical Methods for Climate Scientists
Timothy (George Mason University, Virginia) DelSole
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A First Course in Random Matrix Theory : for Physicists, Engineers and Data Scientists
Marc Potters
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The Science of Deep Learning
Iddo Drori
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Topological Data Analysis with Applications
Gunnar (Stanford University, California) Carlsson
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Machine Learning : A First Course for Engineers and Scientists
Andreas Lindholm
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Modeling Life : The Mathematics of Biological Systems
Alan Garfinkel
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Introduction to Online Convex Optimization, second edition
Elad Hazan
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Probabilistic Numerics : Computation as Machine Learning
Philipp (Eberhard-Karls-Universitat Tubingen, Germany) Hennig
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An Introduction to Stochastic Differential Equations
Lawrence C. Evans
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Number Theory : An Introduction via the Density of Primes
Benjamin Fine
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