1-19 of 19
Peter V. Gehler
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Book Chapter

Series Foreword

By Sebastian Nowozin, Michael I. Jordan, Peter V. Gehler, Thomas G. Dietterich, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0001
EISBN: 9780262322959
PDF
Book Chapter

Preface

By Sebastian Nowozin, Sebastian Nowozin, Peter V. Gehler, Peter V. Gehler, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0002
EISBN: 9780262322959
PDF
Book Chapter

Introduction to Structured Prediction

By Sebastian Nowozin, Sebastian Nowozin, Peter V. Gehler, Peter V. Gehler, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0003
EISBN: 9780262322959
PDF
Book Chapter

The Power of LP Relaxation for MAP Inference

By Sebastian Nowozin, Stanislav Živný, Peter V. Gehler, Tomáš Werner, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0004
EISBN: 9780262322959
PDF
Book Chapter

AD3: A Fast Decoder for Structured Prediction

By Sebastian Nowozin, André F. T. Martins, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0005
EISBN: 9780262322959
PDF
Book Chapter

Generalized Sequential Tree-Reweighted Message Passing

By Sebastian Nowozin, Thomas Schoenemann, Peter V. Gehler, Vladimir Kolmogorov, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0006
EISBN: 9780262322959
PDF
Book Chapter

Smoothed Coordinate Descent for MAP Inference

By Sebastian Nowozin, Ofer Meshi, Peter V. Gehler, Tommi Jaakkola, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0007
EISBN: 9780262322959
PDF
Book Chapter

Getting Feasible Variable Estimates from Infeasible Ones: MRF Local Polytope Study

By Sebastian Nowozin, Bogdan Savchynskyy, Peter V. Gehler, Stefan Schmidt, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0008
EISBN: 9780262322959
PDF
Book Chapter

Perturb-and-MAP Random Fields: Reducing Random Sampling to Optimization, with Applications in Computer Vision

By Sebastian Nowozin, George Papandreou, Peter V. Gehler, Alan Yuille, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0009
EISBN: 9780262322959
PDF
Book Chapter

Herding for Structured Prediction

By Sebastian Nowozin, Yutian Chen, Peter V. Gehler, Andrew E. Gelfand, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0010
EISBN: 9780262322959
PDF
Book Chapter

Training Structured Predictors Through Iterated Logistic Regression

By Sebastian Nowozin, Justin Domke, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0011
EISBN: 9780262322959
PDF
Book Chapter

PAC-Bayesian Risk Bounds and Learning Algorithms for the Regression Approach to Structured Output Prediction

By Sebastian Nowozin, Sébastien Giguère, Peter V. Gehler, François Laviolette, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0012
EISBN: 9780262322959
PDF
Book Chapter

Optimizing the Measure of Performance

By Sebastian Nowozin, Joseph Keshet, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0013
EISBN: 9780262322959
PDF
Book Chapter

Structured Learning from Cheap Data

By Sebastian Nowozin, Xinghua Lou, Peter V. Gehler, Marius Kloft, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0014
EISBN: 9780262322959
PDF
Book Chapter

Dynamic Structured Model Selection

By Sebastian Nowozin, David Weiss, Peter V. Gehler, Ben Taskar, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0015
EISBN: 9780262322959
PDF
Book Chapter

Structured Prediction for Event Detection

By Sebastian Nowozin, Minh Hoai, Peter V. Gehler, Fernando de la Torre, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0016
EISBN: 9780262322959
PDF
Book Chapter

Structured Prediction for Object Boundary Detection in Images

By Sebastian Nowozin, Sinisa Todorovic, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0017
EISBN: 9780262322959
PDF
Book Chapter

Genome Annotation with Structured Output Learning

By Sebastian Nowozin, Jonas Behr, Peter V. Gehler, Gabriele Schweikert, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0018
EISBN: 9780262322959
PDF
Book Chapter

[ Front Matter ]

By Sebastian Nowozin, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0019
EISBN: 9780262322959
PDF