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GW
2009
Springer
174views Biometrics» more  GW 2009»
15 years 5 months ago
Towards a Gesture-Sound Cross-Modal Analysis
This article reports on the exploration of a method based on canonical correlation analysis (CCA) for the analysis of the relationship between gesture and sound in the context of m...
Baptiste Caramiaux, Frédéric Bevilac...
SAC
2011
ACM
15 years 2 months ago
Stochastic matching pursuit for Bayesian variable selection
This article proposes a stochastic version of the matching pursuit algorithm for Bayesian variable selection in linear regression. In the Bayesian formulation, the prior distributi...
Ray-Bing Chen, Chi-Hsiang Chu, Te-You Lai, Ying Ni...
JMLR
2010
152views more  JMLR 2010»
15 years 2 months ago
The SHOGUN Machine Learning Toolbox
We have developed a machine learning toolbox, called SHOGUN, which is designed for unified large-scale learning for a broad range of feature types and learning settings. It offers...
Sören Sonnenburg, Gunnar Rätsch, Sebasti...
MTPP
2010
15 years 2 months ago
Parallelization of Motion JPEG Decoder on TILE64 Many-Core Platform
The ubiquity of many-core architectures poses challenges to software developers to make scalable software. To parallelize data-intensive applications on a many-core platform, one h...
Xuan-Yi Lin, Chung-Yu Huang, Pei-Man Yang, Tai-Wen...
CHES
2011
Springer
240views Cryptology» more  CHES 2011»
14 years 7 months ago
Lightweight and Secure PUF Key Storage Using Limits of Machine Learning
A lightweight and secure key storage scheme using silicon Physical Unclonable Functions (PUFs) is described. To derive stable PUF bits from chip manufacturing variations, a lightwe...
Meng-Day (Mandel) Yu, David M'Raïhi, Richard ...