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» A New DNA Implementation of Finite State Machines
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ICML
2008
IEEE
14 years 8 months ago
Beam sampling for the infinite hidden Markov model
The infinite hidden Markov model is a nonparametric extension of the widely used hidden Markov model. Our paper introduces a new inference algorithm for the infinite Hidden Markov...
Jurgen Van Gael, Yunus Saatci, Yee Whye Teh, Zoubi...
ICML
2006
IEEE
14 years 8 months ago
PAC model-free reinforcement learning
For a Markov Decision Process with finite state (size S) and action spaces (size A per state), we propose a new algorithm--Delayed Q-Learning. We prove it is PAC, achieving near o...
Alexander L. Strehl, Lihong Li, Eric Wiewiora, Joh...
ICCD
2003
IEEE
143views Hardware» more  ICCD 2003»
14 years 4 months ago
Cost-Effective Graceful Degradation in Speculative Processor Subsystems: The Branch Prediction Case
We analyze the effect of errors in branch predictors, a representative example of speculative processor subsystems, to motivate the necessity for fault tolerance in such subsystem...
Sobeeh Almukhaizim, Thomas Verdel, Yiorgos Makris
INFOCOM
1995
IEEE
13 years 11 months ago
Automatic Alarm Correlation for Fault Identification
In communication networks, a large number of alarms exist to signal any abnormal behavior of the network. As network faults typically result in a number of alarms, correlating the...
Isabelle Rouvellou, George W. Hart
ATAL
2008
Springer
13 years 9 months ago
Methods for complex single-mind architecture designs
The implementation of software systems with large numbers of heterogeneous components calls for a powerful design methodology. Although several such methodologies have been propos...
Kristinn R. Thórisson, Gudny Ragna Jonsdott...