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» On multi-avoidance of generalized patterns
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71
Voted
KDD
2006
ACM
153views Data Mining» more  KDD 2006»
16 years 29 days ago
Model compression
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
Cristian Bucila, Rich Caruana, Alexandru Niculescu...
92
Voted
KDD
2003
ACM
127views Data Mining» more  KDD 2003»
16 years 29 days ago
Experiments with random projections for machine learning
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
Dmitriy Fradkin, David Madigan
59
Voted
ICCAD
2002
IEEE
103views Hardware» more  ICCAD 2002»
15 years 9 months ago
A technology-independent CAD tool for ESD protection device extraction: ESDExtractor
The challenges for developing an ESD (Electro-static Discharge) layout extractor originate from unconventional layout patterns of ESD protection devices, parasitic ESD device extr...
Rouying Zhan, Haigang Feng, Qiong Wu, Guang Chen, ...
111
Voted
CVPR
2010
IEEE
15 years 8 months ago
A Theory of Plenoptic Multiplexing
Multiplexing is a common technique for encoding highdimensional image data into a single, two-dimensional image. Examples of spatial multiplexing include Bayer patterns to capture...
Ivo Ihrke, Gordon Wetzstein, Wolfgang Heidrich
WWW
2010
ACM
15 years 7 months ago
Web-scale k-means clustering
We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web...
D. Sculley