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» On the Power of the Randomized Iterate
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SDM
2010
SIAM
195views Data Mining» more  SDM 2010»
15 years 7 months ago
MACH: Fast Randomized Tensor Decompositions
Tensors naturally model many real world processes which generate multi-aspect data. Such processes appear in many different research disciplines, e.g, chemometrics, computer visio...
Charalampos E. Tsourakakis
AC
2003
Springer
15 years 11 months ago
Concentration Inequalities
Concentration inequalities deal with deviations of functions of independent random variables from their expectation. In the last decade new tools have been introduced making it pos...
Stéphane Boucheron, Gábor Lugosi, Ol...
ISPD
2000
ACM
124views Hardware» more  ISPD 2000»
15 years 10 months ago
A performance optimization method by gate sizing using statistical static timing analysis
We propose a gate resizing method for delay and power optimization that is based on statistical static timing analysis. Our method focuses on the component of timing uncertainties...
Masanori Hashimoto, Hidetoshi Onodera
ISCAS
2006
IEEE
96views Hardware» more  ISCAS 2006»
16 years 11 days ago
On the initialization of the DNMF algorithm
— A subspace supervised learning algorithm named Discriminant Non-negative Matrix Factorization (DNMF) has been recently proposed for classifying human facial expressions. It dec...
Ioan Buciu, Nikos Nikolaidis, Ioannis Pitas
TCOM
2008
94views more  TCOM 2008»
15 years 6 months ago
Transmit power allocation for successive interference cancellation in multicode MIMO systems
Multiple-input multiple-output (MIMO) system with multicode transmission can provide high speed data services by transmitting independent parallel substreams from multiple antennas...
Chang Soon Park, Kwang Bok Lee