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APPINF
2003
15 years 8 months ago
Replication of Checkpoints in Recoverable DSM Systems
This paper presents a new technique of recovery for object-based Distributed Shared Memory (DSM) systems. The new technique, integrated with a coherence protocol for atomic consis...
Jerzy Brzezinski, Michal Szychowiak
NIPS
2001
15 years 8 months ago
(Not) Bounding the True Error
We present a new approach to bounding the true error rate of a continuous valued classifier based upon PAC-Bayes bounds. The method first constructs a distribution over classifier...
John Langford, Rich Caruana
IWFM
2003
123views Formal Methods» more  IWFM 2003»
15 years 8 months ago
Derivation of Distributed Programs in the Theory of Owicki and Gries: An Example
This paper describes the derivation of a program for the propagation of information over a network, with acknowledgement (feedback) when the computation is complete. The derivatio...
Doug Goldson
DAGSTUHL
2009
15 years 8 months ago
Statistical Mechanics of On-line Learning
We introduce and discuss the application of statistical physics concepts in the context of on-line machine learning processes. The consideration of typical properties of very large...
Michael Biehl, Nestor Caticha, Peter Riegler
INFORMATICALT
2007
95views more  INFORMATICALT 2007»
15 years 7 months ago
Neuro-IG: A Hybrid System for Selection and Elimination of Predictor Variables and non Relevant Individuals
In this article we present the general architecture of a hybrid neuro-symbolic system for the selection and stepwise elimination of predictor variables and non-relevant individuals...
Baghdad Atmani, Bouziane Beldjilali
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