4366 search results - page 148 / 874 » Learning and Smoothed Analysis |
134
Voted
ECML
2006
Springer
15 years 7 months ago
2006
Springer
This paper studies the PAC and agnostic PAC learnability of some standard function classes in the learning in higher-order logic setting introduced by Lloyd et al. In particular, i...
128
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We cast model-free reinforcement learning as the problem of maximizing the likelihood of a probabilistic mixture model via sampling, addressing both the infinite and finite horizo...
143
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EMNLP
2004
15 years 5 months ago
2004
The morphology of Semitic languages is unique in the sense that the major word-formation mechanism is an inherently non-concatenative process of interdigitation, whereby two morph...
156
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ACML
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. Topic models are a discrete analogue to principle component analysis and independent component analysis that model topic at the word level within a document. They have ma...
118
Voted
GIS
2009
ACM
16 years 5 months ago
2009
ACM
This paper presents a method for automatically converting raw GPS traces from everyday vehicles into a routable road network. The method begins by smoothing raw GPS traces using a...