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NIPS
2004
15 years 8 months ago
Adaptive Manifold Learning
Recently, there have been several advances in the machine learning and pattern recognition communities for developing manifold learning algorithms to construct nonlinear low-dimen...
Jing Wang, Zhenyue Zhang, Hongyuan Zha
IADIS
2003
15 years 8 months ago
Moda-Ml, an Interoperability Framework for the Textile-Clothing Sector
The MODA-ML project aims to enhance the interoperability between enterprises in the Textile/Clothing sector defining a common interchange language based on a set of XML business c...
Nicola Gessa, Fabio Vitali, Guido Cucchiara, Piero...
165
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NIPS
2003
15 years 8 months ago
Optimal Manifold Representation of Data: An Information Theoretic Approach
We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...
Denis V. Chigirev, William Bialek
159
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NIPS
2003
15 years 8 months ago
Online Passive-Aggressive Algorithms
We present a family of margin based online learning algorithms for various prediction tasks. In particular we derive and analyze algorithms for binary and multiclass categorizatio...
Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yor...
BMVC
2000
15 years 8 months ago
Robust Facial Feature Tracking
We present a robust technique for tracking a set of pre-determined points on a human face. To achieve robustness, the Kanade-Lucas-Tomasi point tracker is extended and specialised...
Fabrice Bourel, Claude C. Chibelushi, Adrian A. Lo...