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PKDD
2010
Springer
169views Data Mining» more  PKDD 2010»
15 years 4 months ago
Classification with Sums of Separable Functions
Abstract. We present a novel approach for classification using a discretised function representation which is independent of the data locations. We construct the classifier as a su...
Jochen Garcke
GLOBECOM
2009
IEEE
15 years 4 months ago
A Reactive Tabu Search Based Equalizer for Severely Delay-Spread UWB MIMO-ISI Channels
We propose a novel equalizer for ultrawideband (UWB) multiple-input multiple-output (MIMO) channels characterized by severe delay spreads. The proposed equalizer is based on reacti...
N. Srinidhi, Saif K. Mohammed, Ananthanarayanan Ch...
COMPUTING
2010
15 years 3 months ago
Minimization of SONET ADMs in ring networks revisited
We design improved approximation algorithms for two variants of the ADM minimization problem. SONET add-drop multiplexers (ADMs) are the dominant cost factor in SONET/WDM rings. T...
Leah Epstein, Asaf Levin, Betzalel Menahem
CVPR
2011
IEEE
15 years 2 months ago
Truncated Message Passing
Training of conditional random fields often takes the form of a double-loop procedure with message-passing inference in the inner loop. This can be very expensive, as the need to...
Justin Domke
JAT
2011
54views more  JAT 2011»
15 years 1 months ago
Rate of decay of s-numbers
For an operator T ∈ B(X, Y ), we denote by am(T), cm(T), dm(T), and tm(T) its approximation, Gelfand, Kolmogorov, and absolute numbers. We show that, for any infinite dimensiona...
T. Oikhberg