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SLSFS
2005
Springer
15 years 12 months ago
Random Projection, Margins, Kernels, and Feature-Selection
Random projection is a simple technique that has had a number of applications in algorithm design. In the context of machine learning, it can provide insight into questions such as...
Avrim Blum
ICPR
2004
IEEE
16 years 7 months ago
Hierarchical Object Indexing and Sequential Learning
This work is about scene interpretation in the sense of detecting and localizing instances from multiple object classes. We concentrate on object indexing: generate an over-comple...
Donald Geman, Xiaodong Fan
SIGMOD
2009
ACM
142views Database» more  SIGMOD 2009»
16 years 6 months ago
A grammar-based entity representation framework for data cleaning
Fundamental to data cleaning is the need to account for multiple data representations. We propose a formal framework that can be used to reason about and manipulate data represent...
Arvind Arasu, Raghav Kaushik
DAC
2009
ACM
16 years 1 months ago
Endosymbiotic computing: enabling surrogate GUI and cyber-physical connectivity
Endosymbiotic Computing entails attaching an RF-enabled microcontroller module (endomodule) to an appliance such that it appears as a networked device in the cyber world. It enabl...
Pai H. Chou
ICDAR
2009
IEEE
16 years 1 months ago
Metadata Extraction from PDF Papers for Digital Library Ingest
In this paper we analyze our recent research on the use of document analysis techniques for metadata extraction from PDF papers. We describe a package that is designed to extract ...
Simone Marinai