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ICDM
2010
IEEE
167views Data Mining» more  ICDM 2010»
13 years 5 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...
IPSN
2005
Springer
14 years 28 days ago
A scheme for robust distributed sensor fusion based on average consensus
— We consider a network of distributed sensors, where each sensor takes a linear measurement of some unknown parameters, corrupted by independent Gaussian noises. We propose a si...
Lin Xiao, Stephen P. Boyd, Sanjay Lall
AUTOMATICA
2006
92views more  AUTOMATICA 2006»
13 years 7 months ago
Robust control strategies for multi-inventory systems with average flow constraints
In this paper we consider multi
Dario Bauso, Franco Blanchini, Raffaele Pesenti
PERCOM
2011
ACM
12 years 10 months ago
A robust dead-reckoning pedestrian tracking system with low cost sensors
—The emergence of personal mobile device with low cost sensors, such as accelerometer and digital compass, has made dead-reckoning (DR) an attractive choice for indoor pedestrian...
Yunye Jin, Hong-Song Toh, Wee-Seng Soh, Wai-Choong...
IBPRIA
2005
Springer
14 years 28 days ago
Robust Person-Independent Visual Sign Language Recognition
Sign language recognition constitutes a challenging field of research in computer vision. Common problems like overlap, ambiguities, and minimal pairs occur frequently and require...
Jörg Zieren, Karl-Friedrich Kraiss