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COLING
1996
15 years 2 months ago
Learning Part-of-Speech Guessing Rules from Lexicon: Extension to Non-Concatenative Operations
One of the problems in part-of-speech tagging of real-word texts is that of unknown to the lexicon words. In (Mikheev, 1996), a technique for fully unsupervised statistical acquis...
Andrei Mikheev
77
Voted
ICML
2000
IEEE
16 years 1 months ago
Relative Loss Bounds for Temporal-Difference Learning
Jürgen Forster, Manfred K. Warmuth
99
Voted
CEC
2007
IEEE
15 years 7 months ago
Parallel learning in heterogeneous multi-robot swarms
Abstract— Designing effective behavioral controllers for mobile robots can be difficult and tedious; this process can be circumvented by using unsupervised learning techniques w...
Jim Pugh, Alcherio Martinoli
SDM
2004
SIAM
218views Data Mining» more  SDM 2004»
15 years 2 months ago
Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data
This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...
Ashok N. Srivastava