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Image for Computational Optimal Transport

Computational Optimal Transport : With Applications to Data Science

series Foundations and Trends (R) in Machine Learning
Paperback / softback 12 Feb 2019
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ISBN: 9781680835502
Dewey: 006.31015196
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Image for On the Concentration Properties of Interacting Particle Processes

On the Concentration Properties of Interacting Particle Processes

series Foundations and Trends (R) in Machine Learning
Paperback / softback 26 Jan 2012
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ISBN: 9781601985125
Dewey: 519.22
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Learning Representation and Control in Markov Decision Processes : New Frontiers

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781601982384
Dewey: 519.233
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Elements of Sequential Monte Carlo

series Foundations and Trends (R) in Machine Learning
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Introduction to Multi-Armed Bandits

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781680836202
Dewey: 519.23
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Metric Learning : A Survey

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Online Learning and Online Convex Optimization

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781601985460
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An Introduction to Deep Reinforcement Learning

series Foundations and Trends (R) in Machine Learning
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Kernels for Vector-Valued Functions : A Review

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781601985583
Dewey: 006.3
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Image for Explaining the Success of Nearest Neighbor Methods in Prediction

Explaining the Success of Nearest Neighbor Methods in Prediction

series Foundations and Trends (R) in Machine Learning
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Backward Simulation Methods for Monte Carlo Statistical Inference

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Randomized Algorithms for Matrices and Data

series Foundations and Trends (R) in Machine Learning
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Clustering Stability : An Overview

series Foundations and Trends (R) in Machine Learning
Paperback / softback 21 Apr 2010
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ISBN: 9781601983442
Dewey: 519.5
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Dimension Reduction : A Guided Tour

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781601983787
Dewey: 006.32
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Learning with Submodular Functions : A Convex Optimization Perspective

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Image for Optimization with Sparsity-Inducing Penalties

Optimization with Sparsity-Inducing Penalties

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781601985101
Dewey: 006.31
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Dynamical Variational Autoencoders : A Comprehensive Review

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781680839128
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Determinantal Point Processes for Machine Learning

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781601986283
Dewey: 519.23
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Image for A Unifying Tutorial on Approximate Message Passing

A Unifying Tutorial on Approximate Message Passing

series Foundations and Trends (R) in Machine Learning
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Image for Patterns of Scalable Bayesian Inference

Patterns of Scalable Bayesian Inference

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781680832181
Dewey: 006.31
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Image for Spectral Learning on Matrices and Tensors

Spectral Learning on Matrices and Tensors

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781680836400
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Image for An Introduction to Conditional Random Fields

An Introduction to Conditional Random Fields

series Foundations and Trends (R) in Machine Learning
Paperback / softback 23 Aug 2012
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ISBN: 9781601985729
Dewey: 519
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A Tutorial on Thompson Sampling

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Paperback / softback 12 Jul 2018
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Generalized Low Rank Models

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781680831405
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Image for Risk-Sensitive Reinforcement Learning via Policy Gradient Search

Risk-Sensitive Reinforcement Learning via Policy Gradient Search

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781638280262
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Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems

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ISBN: 9781601986269
Dewey: 519.54
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Image for Reinforcement Learning, Bit by Bit

Reinforcement Learning, Bit by Bit

series Foundations and Trends (R) in Machine Learning
Paperback / softback 11 Jul 2023
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ISBN: 9781638282549
Dewey: 006.31
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Conformal Prediction : A Gentle Introduction

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781638281580
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Image for Model-based Reinforcement Learning

Model-based Reinforcement Learning : A Survey

series Foundations and Trends (R) in Machine Learning
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ISBN: 9781638280569
Dewey: 006.31
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Image for Introduction to Riemannian Geometry and Geometric Statistics

Introduction to Riemannian Geometry and Geometric Statistics : From Basic Theory to Implementation with Geomstats

series Foundations and Trends (R) in Machine Learning
Paperback / softback 22 Feb 2023
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ISBN: 9781638281542
Dewey: 516.373
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