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EUROCOLT
1995
Springer
15 years 3 months ago
Stochastic complexity in learning
Jorma Rissanen
CLIMA
2004
15 years 1 months ago
The Apriori Stochastic Dependency Detection (ASDD) Algorithm for Learning Stochastic Logic Rules
Apriori Stochastic Dependency Detection (ASDD) is an algorithm for fast induction of stochastic logic rules from a database of observations made by an agent situated in an environm...
Christopher Child, Kostas Stathis
ICML
2009
IEEE
15 years 6 months ago
Stochastic methods for l1 regularized loss minimization
Shai Shalev-Shwartz, Ambuj Tewari
COLT
2010
Springer
14 years 9 months ago
The Online Loop-free Stochastic Shortest-Path Problem
Gergely Neu, András György, Csaba Szep...
NIPS
2008
15 years 1 months ago
An interior-point stochastic approximation method and an L1-regularized delta rule
The stochastic approximation method is behind the solution to many important, actively-studied problems in machine learning. Despite its farreaching application, there is almost n...
Peter Carbonetto, Mark Schmidt, Nando de Freitas