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» Program Derivation Using Analogy
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UAI
2004
13 years 11 months ago
PAC-learning Bounded Tree-width Graphical Models
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
Mukund Narasimhan, Jeff A. Bilmes
USS
2004
13 years 11 months ago
Design of the EROS Trusted Window System
Window systems are the primary mediator of user input and output in modern computing systems. They are also a commonly used interprocess communication mechanism. As a result, they...
Jonathan S. Shapiro, John Vanderburgh, Eric Northu...
AAAI
1998
13 years 11 months ago
Boosting in the Limit: Maximizing the Margin of Learned Ensembles
The "minimum margin" of an ensemble classifier on a given training set is, roughly speaking, the smallest vote it gives to any correct training label. Recent work has sh...
Adam J. Grove, Dale Schuurmans
ETS
2010
IEEE
174views Hardware» more  ETS 2010»
13 years 11 months ago
Test-architecture optimization for TSV-based 3D stacked ICs
Testing of 3D stacked ICs (SICs) is becoming increasingly important in the semiconductor industry. In this paper, we address the problem of test architecture optimization for 3D s...
Brandon Noia, Sandeep Kumar Goel, Krishnendu Chakr...
ADCM
2008
136views more  ADCM 2008»
13 years 10 months ago
Learning and approximation by Gaussians on Riemannian manifolds
Learning function relations or understanding structures of data lying in manifolds embedded in huge dimensional Euclidean spaces is an important topic in learning theory. In this ...
Gui-Bo Ye, Ding-Xuan Zhou