Design Patterns: Elements of...
Erich Gamma,
Richard Helm
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Pattern Recognition and...
Christopher M Bishop
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Advances in Financial Machine...
Marcos Lopez de Prado
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Information Theory, Inference...
David J C MacKay
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Foundations of Computer Vision
Antonio Torralba,
Phillip Isola
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Understanding Machine Learning
Shai Shalev-Shwartz,
Shai Ben-David
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Mathematics for Machine...
Marc Peter Deisenroth,
A Aldo Faisal
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Linear Algebra for Data...
Jeffrey A. Fessler,
Raj Rao Nadakuditi
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Mining of Massive Datasets
Jure Leskovec,
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A Probabilistic Theory of...
Luc Devroye,
Laszlo Györfi
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Bayesian Reasoning and...
David Barber
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An Introduction to Kolmogorov...
Ming Li,
Paul Vitányi
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Ray Tracing Gems: High...
Eric Haines (Editor),
Tomas Akenine-Möller (Editor)
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Finite Frames: Theory and...
Peter G Casazza (Editor),
Gitta Kutyniok (Editor)
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Data Mining: The Textbook
Charu C Aggarwal
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Bayesian Optimization
Roman Garnett
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Modern Multivariate...
Alan J Izenman
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Bandit Algorithms
Tor Lattimore,
Csaba Szepesvári
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Automated Machine Learning:...
Frank Hutter (Editor),
Lars Kotthoff (Editor)
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Correlation Pattern...
B V K Vijaya Kumar,
Abhijit Mahalanobis
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Algorithmic High-Dimensional...
Ilias Diakonikolas,
Daniel M Kane
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Foundations of Robotics: A...
Damith Herath (Editor),
David St-Onge (Editor)
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Control Systems and...
Sean Meyn
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Algebraic Geometry and...
Sumio Watanabe
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