Top: Computer Science: Machine Learning: Structured Output:

Description

Learning in situations where the output of the model is structured -- learning graphs, metrics, strings, etc.

No subcategories

Lectures

[syn]  704 views, 00:20:36 Learning to align: a statistical approach Elisa Ricci	[syn]  351 views, 00:46:18 Magic Moments: Moment-based Approaches to Structured Output Prediction Elisa Ricci	invited talk [syn]  229 views, 00:52:09 Learning Similarity Metrics with Invariance Properties Yann LeCun	invited talk [syn]  155 views, 00:42:53 Semi-supervised Structured Prediction Models Ulf Brefeld	151 views, 00:20:41 Learning Distance Function by Coding Similarity Rioe Kliper 1 comment
[syn]  139 views, 01:08:00 Top-down vs. bottom-up methods for hierarchical classification Claudio Gentile	123 views, 00:39:09 Learning with Structured Output Craig Saunders 1 comment	[syn]  111 views, 01:03:55 Going beyond bag-of-words: dealing with a text as a graph of triples Marko Grobelnik	[syn]  99 views, 00:50:24 Multi-task feature learning Andreas Argyriou	invited talk 90 views, 01:12:44 Structural Prediction in Statistical Alignment and Translation Ben Taskar
[syn]  90 views, 00:38:44 Completion of biological networks : the output kernel trees approach Florence d'Alché	[syn]  85 views, 00:20:45 XML structure mapping Ludovic Denoyer	[syn]  77 views, 00:48:05 Estimation of gradients and coordinate covariation in classification Sayan Mukherjee	[syn]  75 views, 00:19:14 Ranking as Learning Structured Outputs Chris Burges	[syn]  69 views, 00:17:05 Learning to Compare Examples David Grangier
62 views, 00:12:57 Learning a Distance Metric for Structured Network Prediction Stuart Andrews	62 views, 00:19:59 Mixtures of Hierarchical Topics with Pachinko Allo cation David Mimno	62 views, 00:09:52 Learning with Structured Output Sandor Szedmak	[syn]  60 views, 00:24:28 Learning to Combine Distances for Complex Representations Adam Woznica	54 views, 00:07:54 Introduction Massimiliano Pontil
54 views, 00:30:03 Targeted PDF Learning John Shawe-Taylor	35 views, 00:29:18 Ranking Individuals by Group Comparisons Chih-Jen Lin