The Black Swan: The Impact of the Highly Improbable
Author: Nassim Nicholas Taleb
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Pattern Recognition and Machine Learning (Information Science and Statistics)
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All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
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Algorithmic Game Theory
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Probability and Computing: Randomized Algorithms and Probabilistic Analysis
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All of Nonparametric Statistics (Springer Texts in Statistics)
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Nonlinear Programming
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Approximation Algorithms
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An Introduction to Kolmogorov Complexity and Its Applications (Texts in Computer Science)
Author: Ming Li
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Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning)
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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Author: Carl Edward Rasmussen
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Prediction, Learning, and Games
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Semi-Supervised Learning (Adaptive Computation and Machine Learning)
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The Minimum Description Length Principle (Adaptive Computation and Machine Learning)
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Information and Complexity in Statistical Modeling (Information Science and Statistics)
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Online Computation and Competitive Analysis
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An Introduction to Bayesian Inference and Decision, Second Edition
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Mining Graph Data
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An Introduction to Kolmogorov Complexity and Its Applications (Texts in Computer Science)
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Large-Scale Kernel Machines (Neural Information Processing)
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Predicting Structured Data (Neural Information Processing)
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Estimation of Dependences Based on Empirical Data: Empirical Inference Science (Information Science and Statistics)
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Universal Artificial Intelligence: Sequential Decisions Based On Algorithmic Probability
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Probability and Finance: It's Only a Game!
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Learning Theory: An Approximation Theory Viewpoint (Cambridge Monographs on Applied and Computational Mathematics)
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