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Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a ... more |
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Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik
This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist fo... more |
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Handbook of Statistical Bioinformatics
I: Accuracy Assessment of Consensus Sequence from Shotgun Sequencing.- Statistical and Computational... more |
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Handbook of Statistical Bioinformatics
Preface.- Part I Single-cell Analysis.- Computational and statistical methods for single-cell RNA se... more |
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Elements of Causal Inference: Foundations and Learning Algorithms
A concise and self-contained introduction to causal inference, increasingly important in data scienc... more |
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Predicting Structured Data
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