Bioinformatics
Pierre Baldi and 1 more
Hardback
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Principles of Data Mining
D J Hand and 2 more
Gaussian Processes for Machine Learning
Carl Edward Rasmussen and 1 more
Probabilistic Graphical Models
Daphne Koller and 1 more
Boosting
Robert E Schapire and 1 more
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Deep Learning
Ian Goodfellow and 2 more
Elements of Causal Inference
Jonas Peters and 2 more
Reinforcement Learning
Richard S Sutton and 1 more
Foundations of Machine Learning
Mehryar Mohri and 2 more
Introduction to Natural Language Processing
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Introduction to Machine Learning
Ethem Alpaydin
Probabilistic Machine Learning
Kevin P Murphy
Machine Learning from Weak Supervision
Masashi Sugiyama
Introduction to Online Convex Optimization
Elad Hazan
Learning Kernel Classifiers
Ralf Herbrich
Machine Learning for Data Streams
Albert Bifet and 3 more
Distributional Reinforcement Learning
Marc G Bellemare and 2 more
Veridical Data Science
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Learning Theory from First Principles
Francis Bach
