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» On the Error Parameter of Dispersers
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ICML
2007
IEEE
16 years 7 months ago
Dimensionality reduction and generalization
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
ICCAD
2001
IEEE
106views Hardware» more  ICCAD 2001»
16 years 3 months ago
Model Reduction of Variable-Geometry Interconnects using Variational Spectrally-Weighted Balanced Truncation
- This paper presents a spectrally-weighted balanced truncation technique for RLC interconnects, a technique needed when the interconnect circuit parameters change as a result of v...
Payam Heydari, Massoud Pedram
VTC
2007
IEEE
146views Communications» more  VTC 2007»
16 years 19 days ago
Orthogonal STBC in General Nakagami-m Fading Channels: BER Analysis and Optimal Power Allocation
Abstract— We analyze the performance of multiple-input multiple-output (MIMO) systems employing orthogonal space-time block codes (STBC) in general Nakagami-m fading channels wit...
Andreas Müller, Joachim Speidel
ECML
2007
Springer
16 years 16 days ago
Dual Strategy Active Learning
Abstract. Active Learning methods rely on static strategies for sampling unlabeled point(s). These strategies range from uncertainty sampling and density estimation to multi-factor...
Pinar Donmez, Jaime G. Carbonell, Paul N. Bennett
CMMR
2004
Springer
97views Music» more  CMMR 2004»
15 years 11 months ago
Evolutionary Optimization of Music Performance Annotation
In this paper we present an enhancement of edit distance based music performance annotation. The annotation captures musical expressivity not only in terms of timing deviations but...
Maarten Grachten, Josep Lluís Arcos, Ramon ...