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» Information Preserving Dimensionality Reduction
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SAC
2006
ACM
14 years 3 months ago
The impact of sample reduction on PCA-based feature extraction for supervised learning
“The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
CONCUR
2009
Springer
14 years 4 months ago
Partial Order Reduction for Probabilistic Systems: A Revision for Distributed Schedulers
Abstract. The technique of partial order reduction (POR) for probabilistic model checking prunes the state space of the model so that a maximizing scheduler and a minimizing one pe...
Sergio Giro, Pedro R. D'Argenio, Luis María...
TASLP
2010
165views more  TASLP 2010»
13 years 4 months ago
Model-Based Dereverberation Preserving Binaural Cues
The ability of the human auditory system for sound localization mainly depends on the binaural cues, especially interaural time and level differences (ITD and ILD). In the context ...
Marco Jeub, M. Schafer, Thomas Esch, Peter Vary
ISCAS
2003
IEEE
110views Hardware» more  ISCAS 2003»
14 years 3 months ago
Interconnect modeling and sensitivity analysis using adjoint networks reduction technique
An efficient model-order reduction technique for general RLC networks is proposed. The method is extended from the previous projection-base moment matching method with considerin...
Herng-Jer Lee, Chia-Chi Chu, Wu-Shiung Feng
CRYPTO
2005
Springer
96views Cryptology» more  CRYPTO 2005»
14 years 3 months ago
Privacy-Preserving Set Operations
In many important applications, a collection of mutually distrustful parties must perform private computation over multisets. Each party’s input to the function is his private i...
Lea Kissner, Dawn Xiaodong Song