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Workshop

Workshop

8 Videos · Jun 24, 2007

About

**Workshop - Constrained Optimization and Learning with Structured Outputs

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In recent years, there has been a great deal of work relating constrained optimization problems with machine learning in structured output spaces. This has given rise to a number of novel and powerful approaches to solving some extremely difficult machine learning problems. We hope that this workshop will bring together researchers in both of these areas, thereby encouraging further collaboration and increasing awareness of the issues at hand in both communities.

Videos

Invited talks

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01:12:41

Structural Prediction in Statistical Alignment and Translation

Ben Taskar

calendar icon Jun 24, 2007 6870 views

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Semi-supervised Structured Prediction Models

Ulf Brefeld

calendar icon Jun 24, 2007 6554 views

Lectures

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Learning CRFs with Hierarchical Features: An Application to Go

Scott Sanner

calendar icon Jun 24, 2007 8675 views

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Parameter Learning for Loopy Markov Random Fields with Structural Support Vector...

Thomas Finley

calendar icon Jun 25, 2007 5358 views

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26:46

Learning a Layered Graph with a Maximal Number of Distinct Paths Between Source ...

Willem Waegeman

calendar icon Jun 25, 2007 2787 views

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37:10

Discriminative Graphical Models for Protein Quaternary Structure Motif Detection

Yan Liu

calendar icon Jun 24, 2007 5710 views

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Salience Assignment for Multiple-Instance Regression

Terran Lane

calendar icon Jun 24, 2007 2920 views

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Toward Learning Mixture-of-Parts Pictorial Structures

Alan Fern

calendar icon Jun 24, 2007 5259 views

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