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ICIP
2009
IEEE
16 years 5 months ago
Sparsity And Morphological Diversity For Hyperspectral Data Analysis
Recently morphological diversity and sparsity have emerged as new and effective sources of diversity for Blind Source Separation. Based on these new concepts, novel methods such a...
DAC
2005
ACM
16 years 5 months ago
Systematic development of analog circuit structural macromodels through behavioral model decoupling
This paper presents a systematic methodology to create customized structural macromodels for a specific analog circuit. The novel contributions of the method include definition of...
Ying Wei, Alex Doboli
DAC
2006
ACM
16 years 5 months ago
Synthesis of high-performance packet processing pipelines
Packet editing is a fundamental building block of data communication systems such as switches and routers. Circuits that implement this function are critical and define the featur...
Cristian Soviani, Ilija Hadzic, Stephen A. Edwards
ICML
2004
IEEE
16 years 4 months ago
Online and batch learning of pseudo-metrics
We describe and analyze an online algorithm for supervised learning of pseudo-metrics. The algorithm receives pairs of instances and predicts their similarity according to a pseud...
Shai Shalev-Shwartz, Yoram Singer, Andrew Y. Ng
ICML
2003
IEEE
16 years 4 months ago
Boosting Lazy Decision Trees
This paper explores the problem of how to construct lazy decision tree ensembles. We present and empirically evaluate a relevancebased boosting-style algorithm that builds a lazy ...
Xiaoli Zhang Fern, Carla E. Brodley