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» On Multiple Linear Approximations
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MOC
1998
89views more  MOC 1998»
13 years 7 months ago
Approximation of continuous time stochastic processes by a local linearization method
This paper investigates the rate of convergence of an alternative approximation method for stochastic differential equations. The rates of convergence of the one-step and multi-st...
Isao Shoji
ACISP
2006
Springer
14 years 1 months ago
Distinguishing Attack on SOBER-128 with Linear Masking
Abstract. We present a distinguishing attack against SOBER-128 with linear masking. We found a linear approximation which has a bias of 2−8.8 for the non-linear filter. The atta...
Joo Yeon Cho, Josef Pieprzyk
TIT
2008
123views more  TIT 2008»
13 years 7 months ago
Geometric Upper Bounds on Rates of Variable-Basis Approximation
In this paper, approximation by linear combinations of an increasing number n of computational units with adjustable parameters (such as perceptrons and radial basis functions) is ...
Vera Kurková, Marcello Sanguineti
CRYPTO
1994
Springer
144views Cryptology» more  CRYPTO 1994»
13 years 11 months ago
Differential-Linear Cryptanalysis
Differential cryptanalysis analyzes ciphers by studying the development of differences during encryption. Linear cryptanalysis is similar but is based on studying approximate linea...
Susan K. Langford, Martin E. Hellman
CORR
2010
Springer
128views Education» more  CORR 2010»
13 years 7 months ago
Sublinear Optimization for Machine Learning
Abstract--We give sublinear-time approximation algorithms for some optimization problems arising in machine learning, such as training linear classifiers and finding minimum enclos...
Kenneth L. Clarkson, Elad Hazan, David P. Woodruff