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Book Chapter

Doubly Stochastic Normalization for Spectral Clustering

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0201
EISBN: 9780262256919
PDF
Book Chapter

Simplifying Mixture Models through Function Approximation

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0202
EISBN: 9780262256919
PDF
Book Chapter

Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0203
EISBN: 9780262256919
PDF
Book Chapter

MLLE: Modified Locally Linear Embedding Using Multiple Weights

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0204
EISBN: 9780262256919
PDF
Book Chapter

Learning with Hypergraphs:Clustering, Classification, and Embedding

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0205
EISBN: 9780262256919
PDF
Book Chapter

Multi-Instance Multi-Label Learning with Application to Scene Classification

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0206
EISBN: 9780262256919
PDF
Book Chapter

Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0207
EISBN: 9780262256919
PDF
Book Chapter

A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG Data

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0208
EISBN: 9780262256919
PDF
Book Chapter

Subject Index

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0209
EISBN: 9780262256919
PDF
Book Chapter

Author Index

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0210
EISBN: 9780262256919
PDF
Book Chapter

A PAC-Bayes Risk Bound for General Loss Functions

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0061
EISBN: 9780262256919
PDF
Book Chapter

Bayesian Policy Gradient Algorithms

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0062
EISBN: 9780262256919
PDF
Book Chapter

Data Integration for Classification Problems Employing Gaussian Process Priors

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0063
EISBN: 9780262256919
PDF
Book Chapter

Approximate inference using planar graph decomposition

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0064
EISBN: 9780262256919
PDF
Book Chapter

Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0065
EISBN: 9780262256919
PDF
Book Chapter

No-regret Algorithms for Online Convex Programs

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0066
EISBN: 9780262256919
PDF
Book Chapter

Large Margin Multi-channel Analog-to-Digital Conversion with Applications to Neural Prosthesis

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0067
EISBN: 9780262256919
PDF
Book Chapter

Approximate Correspondences in High Dimensions

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0068
EISBN: 9780262256919
PDF
Book Chapter

A Kernel Method for the Two-Sample-Problem

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0069
EISBN: 9780262256919
PDF
Book Chapter

Learning Nonparametric Models for Probabilistic Imitation

By Bernhard Schölkopf, John Platt, Thomas Hofmann
Publisher: The MIT Press
Published: 07 September 2007
DOI: 10.7551/mitpress/7503.003.0070
EISBN: 9780262256919
PDF