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CORR
2007
Springer
106views Education» more  CORR 2007»
13 years 8 months ago
Bandit Algorithms for Tree Search
Bandit based methods for tree search have recently gained popularity when applied to huge trees, e.g. in the game of go [6]. Their efficient exploration of the tree enables to ret...
Pierre-Arnaud Coquelin, Rémi Munos
STOC
2006
ACM
129views Algorithms» more  STOC 2006»
14 years 9 months ago
Optimal phylogenetic reconstruction
One of the major tasks of evolutionary biology is the reconstruction of phylogenetic trees from molecular data. The evolutionary model is given by a Markov chain on the true evolu...
Constantinos Daskalakis, Elchanan Mossel, Sé...
CORR
2010
Springer
69views Education» more  CORR 2010»
13 years 8 months ago
Epistemic irrelevance in credal nets: the case of imprecise Markov trees
We focus on credal nets, which are graphical models that generalise Bayesian nets to imprecise probability. We replace the notion of strong independence commonly used in credal ne...
Gert de Cooman, Filip Hermans, Alessandro Antonucc...
ADMA
2006
Springer
110views Data Mining» more  ADMA 2006»
14 years 11 days ago
Learning with Local Drift Detection
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Gladys Castillo
ICNP
2000
IEEE
14 years 1 months ago
An Analysis of Packet Loss Correlation in FEC-Enhanced Multicast Trees
We study group loss probabilities of Forward Error Correction (FEC) codes in shared loss multicast communication. We present a new analysis model with explicit state equations usi...
Marc Mosko, J. J. Garcia-Luna-Aceves