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» On the tightness of the error bound in Ring-LWE
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77
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NIPS
2004
14 years 11 months ago
Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms
In the context of binary classification, we define disagreement as a measure of how often two independently-trained models differ in their classification of unlabeled data. We exp...
Omid Madani, David M. Pennock, Gary William Flake
DAC
1995
ACM
15 years 1 months ago
Extreme Delay Sensitivity and the Worst-Case Switching Activity in VLSI Circuits
Abstract We observe that the switching activity at a circuit node, also called the transition density, can be extremely sensitive to the circuit internal delays. As a result, sligh...
Farid N. Najm, Michael Y. Zhang
JMLR
2008
117views more  JMLR 2008»
14 years 9 months ago
Active Learning by Spherical Subdivision
We introduce a computationally feasible, "constructive" active learning method for binary classification. The learning algorithm is initially formulated for separable cl...
Falk-Florian Henrich, Klaus Obermayer
TIT
2010
137views Education» more  TIT 2010»
14 years 4 months ago
Channel coding rate in the finite blocklength regime
This paper investigates the maximal channel coding rate achievable at a given blocklength and error probability. For general classes of channels new achievability and converse bou...
Yury Polyanskiy, H. Vincent Poor, Sergio Verd&uacu...
TIT
2010
110views Education» more  TIT 2010»
14 years 4 months ago
Error rates of the maximum-likelihood detector for arbitrary constellations: convex/concave behavior and applications
Motivated by a recent surge of interest in convex optimization techniques, convexity/concavity properties of error rates of the maximum likelihood detector operating in the AWGN ch...
Sergey Loyka, Victoria Kostina, François Ga...