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72
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ICDM
2010
IEEE
167views Data Mining» more  ICDM 2010»
14 years 7 months ago
Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method
On large datasets, the popular training approach has been stochastic gradient descent (SGD). This paper proposes a modification of SGD, called averaged SGD with feedback (ASF), tha...
Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori...
109
Voted
BMCBI
2011
14 years 1 months ago
A fast and accurate method to detect allelic genomic imbalances underlying mosaic rearrangements using SNP array data
Background: Mosaicism for copy number and copy neutral chromosomal rearrangements has been recently identified as a relatively common source of genetic variation in the normal pop...
Juan R. González, Benjamin Rodriguez-Santia...
152
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EDBT
2011
ACM
281views Database» more  EDBT 2011»
14 years 1 months ago
Fast and accurate computation of equi-depth histograms over data streams
Equi-depth histograms represent a fundamental synopsis widely used in both database and data stream applications, as they provide the cornerstone of many techniques such as query ...
Hamid Mousavi, Carlo Zaniolo
64
Voted
DATE
2005
IEEE
144views Hardware» more  DATE 2005»
15 years 3 months ago
An Accurate SER Estimation Method Based on Propagation Probability
In this paper, we present an accurate but very fast soft error rate (SER) estimation technique for digital circuits based on error propagation probability (EPP) computation. Exper...
Ghazanfar Asadi, Mehdi Baradaran Tahoori