Workshop

Workshop

8 Videos · Jun 24, 2007

About

**Workshop - Constrained Optimization and Learning with Structured Outputs

**

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

Jun 24, 2007

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6864 views

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Semi-supervised Structured Prediction Models

Ulf Brefeld

Jun 24, 2007

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6554 views

Lectures

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Learning CRFs with Hierarchical Features: An Application to Go

Scott Sanner

Jun 24, 2007

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8675 views

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

Thomas Finley

Jun 25, 2007

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5358 views

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26:46

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

Willem Waegeman

Jun 25, 2007

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2785 views

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37:10

Discriminative Graphical Models for Protein Quaternary Structure Motif Detection

Yan Liu

Jun 24, 2007

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5702 views

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Salience Assignment for Multiple-Instance Regression

Terran Lane

Jun 24, 2007

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2920 views

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Toward Learning Mixture-of-Parts Pictorial Structures

Alan Fern

Jun 24, 2007

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5259 views