Sessions
29 Videos · Aug 18, 2010
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Videos
Structural Descriptions
Graph Embedding using an Edge-Based Wave Kernel
Sep 13, 2010
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2839 views
A Structured Learning Approach to Attributed Graph Embedding
Sep 13, 2010
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2687 views
Machine Learning
Combining Elimination Rules in Tree-Based Nearest Neighbour Search Algorithms
Sep 13, 2010
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2368 views
Entropy-based Variational Scheme for Fast Bayes Learning of Gaussian Mixture
Sep 13, 2010
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2683 views
Localized Projection Learning
Mar 10, 2011
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2416 views
Geometric Methods
Non-Euclidean Dissimilarities: Causes and Informativeness
Sep 13, 2010
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2545 views
Non-parametric Mixtures Models for Clustering
Sep 13, 2010
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2735 views
Structural Methods for Vision
A Probabilistic Approach to Spectral Unmixing
Sep 13, 2010
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2788 views
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-View...
Sep 13, 2010
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2372 views
An algorithm for recovering camouflage errors on moving people
Sep 13, 2010
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3548 views
Dissimilarity-based Methods
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces
Sep 13, 2010
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2607 views
Spherical Embedding and Classification
Sep 13, 2010
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3080 views
Regularising the Ricci Flow Embedding
Sep 13, 2010
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2809 views
The Dissimilarity Representation as a Tool for Three-way Data Classification: a ...
Sep 13, 2010
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2834 views
Language
A Generative Score Space for Statistical Dialog Characterization in social Signa...
Sep 13, 2010
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2309 views
Similarity Word-Sequence Kernels for Sentence Clustering
Sep 13, 2010
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2766 views
Bayesian Adaptation for Statistical Machine Translation
Sep 13, 2010
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2988 views
Language Detection and Tracking in Multilingual Documents Using Weak Estimators
Sep 13, 2010
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2697 views
Multiple Classifiers
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve
Sep 13, 2010
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2350 views
A Linear Combination of Classifiers via Rank Margin Maximization
Sep 2, 2010
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1398 views
A Modular Approach to Training Cascades of Boosted Ensembles
Sep 13, 2010
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2630 views
Graphs
A New Spectral Bound on the Clique Number of Graphs
Sep 13, 2010
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2848 views
Ihara Coeficients: A Flexible Tool for Higher Order Learning
Sep 13, 2010
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2639 views
Statistical Pattern Recognition
Kernel Fusion of Multiple Histogram Descriptors for Robust Face recognition
Sep 13, 2010
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2934 views
Interactive image retrieval using smoothed nearest neighbor estimates
Sep 13, 2010
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2704 views
Analysis of the Multi-Dimensional Scale Saliency Algorithm and its Application t...
Sep 13, 2010
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2769 views
Structural methods for OCR
Efficient ORC Post-processing Combining Language, Hypothesis and Error Models
Sep 13, 2010
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2584 views
Rejection threshold estimation for an unknown language model in an OCR task
Sep 13, 2010
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2591 views
A new editing scheme based on fast two-strings median computation applied to OCR
Sep 13, 2010
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2448 views