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ICML
2007
IEEE
16 years 7 months ago
Full regularization path for sparse principal component analysis
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a particular linear combination of the input variables while constraining the numb...
Alexandre d'Aspremont, Francis R. Bach, Laurent El...
C5
2006
IEEE
16 years 22 days ago
A Buffer Framework for Supporting Responsive Interaction in Information Visualization Interfaces
We present a framework that we are developing to better solve several critical issues that arise when interactive systems are extended to large displays. These issues include slow...
Tobias Isenberg, André Miede, M. Sheelagh T...
COLT
2005
Springer
16 years 6 days ago
Leaving the Span
We discuss a simple sparse linear problem that is hard to learn with any algorithm that uses a linear combination of the training instances as its weight vector. The hardness holds...
Manfred K. Warmuth, S. V. N. Vishwanathan
CPAIOR
2004
Springer
16 years 1 days ago
SIMPL: A System for Integrating Optimization Techniques
Abstract In recent years, the Constraint Programming (CP) and Operations Research (OR) communities have explored the advantages of combining CP and OR techniques to formulate and s...
Ionut D. Aron, John N. Hooker, Tallys H. Yunes
AVBPA
2001
Springer
146views Biometrics» more  AVBPA 2001»
15 years 11 months ago
Information Fusion in Biometrics
User verification systems that use a single biometric indicator often have to contend with noisy sensor data, restricted degrees of freedom, non-universality of the biometric tra...
Arun Ross, Anil K. Jain, Jian Zhong Qian