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ICML
2004
IEEE
15 years 3 months ago
Online learning of conditionally I.I.D. data
In this work we consider the task of relaxing the i.i.d assumption in online pattern recognition (or classification), aiming to make existing learning algorithms applicable to a ...
Daniil Ryabko
ICDT
2010
ACM
133views Database» more  ICDT 2010»
15 years 2 months ago
On the Tradeoff between Mapping and Querying Power in XML Data Exchange
In XML data exchange, a schema mapping specifies rules for restructuring a source document under the target schema, and queries over the target document must be answered in a way...
Shunichi Amano, Claire David, Leonid Libkin, Filip...
NIPS
2003
14 years 11 months ago
Unsupervised Context Sensitive Language Acquisition from a Large Corpus
We describe a pattern acquisition algorithm that learns, in an unsupervised fashion, a streamlined representation of linguistic structures from a plain natural-language corpus. Th...
Zach Solan, David Horn, Eytan Ruppin, Shimon Edelm...
ECCV
2000
Springer
15 years 12 months ago
Unsupervised Learning of Models for Recognition
We present a method to learn object class models from unlabeled and unsegmented cluttered scenes for the purpose of visual object recognition. We focus on a particular type of mode...
Markus Weber, Max Welling, Pietro Perona
WOWMOM
2005
ACM
135views Multimedia» more  WOWMOM 2005»
15 years 3 months ago
Autonomic Resource Management for Extensible Control Planes
A dynamically extensible control plane is a key enabling feature of next generation intelligent selfconfiguring networks. This extensibility can be achieved by enabling service de...
Bushar Yousef, Doan B. Hoang, Glynn Rogers