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ICDM
2010
IEEE
167views Data Mining» more  ICDM 2010»
13 years 8 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...
JSCIC
2010
73views more  JSCIC 2010»
13 years 4 months ago
A Fast Explicit Operator Splitting Method for Passive Scalar Advection
Alina Chertock, Charles R. Doering, Eugene Kashdan...
SIAMSC
2010
132views more  SIAMSC 2010»
13 years 4 months ago
A Fast Time Stepping Method for Evaluating Fractional Integrals
We evaluate the fractional integral I [f](t) = 1 () Z t 0 (t - )-1 f() d, 0 < < 1, at time steps t = t, 2t,
Jing-Rebecca Li
DATE
2005
IEEE
144views Hardware» more  DATE 2005»
14 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