Top: Computer Science: Machine Learning: Structured data:

Description

Machine learning on structured data, e.g. sequences, graphs, etc.

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Lectures

[syn]  594 views, 00:15:18 Correlation Search in Graph Databases Yiping Ke	484 views, 02:32:26 Graph Matching Algorithms Terry Caelli 4 comments	385 views, 01:16:33 Learning on Structured Data Yasemin Altun 1 comment	invited talk [syn]  172 views, 00:59:41 Graph kernels and applications in chemoinformatics Jean-Philippe Vert	[syn]  162 views, 00:19:39 SCAN: A Structural Clustering Algorithm for Networks Xiaowei Xu 1 comment
157 views, 00:32:52 Graph complexity for structure and learning John Shawe-Taylor	[syn]  150 views, 00:25:42 Learning CRFs with Hierarchical Features: An Application to Go Scott Sanner	[syn]  144 views, 00:18:22 Fast Direction-Aware Proximity for Graph Mining Hanghang Tong	invited talk [syn]  141 views, 00:52:00 Probabilistic Inference for Graph Classification Koji Tsuda	[syn]  130 views, 00:16:07 Sequence Classification Using Statistical Pattern Recognition José Antonio Iglesias
[syn]  121 views, 00:23:41 Graph Embedding in Vector Spaces by Means of Prototype Selection Kaspar Riesen 1 comment	[syn]  120 views, 00:21:31 Probabilistic Relaxation Labeling by Fokker-Planck Diffusion on a Graph Edwin Hancock	[syn]  94 views, 00:20:45 XML structure mapping Ludovic Denoyer	81 views, 00:12:16 Visual Categorization with Bags of Keypoints Chris Williams	[syn]  63 views, 00:24:28 Learning to Combine Distances for Complex Representations Adam Woznica