74 search results - page 10 / 15 » Robust bounds for classification via selective sampling |
115
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CDC
2009
IEEE
2009
IEEE
Robust stabilization of model-based uncertain singularly perturbed systems with networked time-delay
15 years 6 months ago
—In this paper, a robust stabilization of the uncertain singularly perturbed system via a networked state feedback with the transmission time-delay is addressed. Taking its nomin...
107
Voted
KDD
2003
ACM
16 years 2 months ago
2003
ACM
Data Mining with Bayesian Network learning has two important characteristics: under broad conditions learned edges between variables correspond to causal influences, and second, f...
128
Voted
BMCBI
2007
15 years 1 months ago
2007
Background: Mean-based clustering algorithms such as bisecting k-means generally lack robustness. Although componentwise median is a more robust alternative, it can be a poor cent...
115
Voted
CVPR
2010
IEEE
14 years 11 months ago
2010
IEEE
We address the problem of computing joint sparse representation of visual signal across multiple kernel-based representations. Such a problem arises naturally in supervised visual...
129
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
Nonparametric methods are widely applicable to statistical learning problems, since they rely on a few modeling assumptions. In this context, the fresh look advocated here permeat...