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» A New DNA Implementation of Finite State Machines
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ICML
2008
IEEE
16 years 2 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
16 years 2 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»
15 years 10 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
15 years 5 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
15 years 3 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...