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» Modeling Program Predictability
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113
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ICML
2005
IEEE
16 years 3 months ago
Learning predictive representations from a history
Predictive State Representations (PSRs) have shown a great deal of promise as an alternative to Markov models. However, learning a PSR from a single stream of data generated from ...
Eric Wiewiora
94
Voted
MICRO
1999
IEEE
136views Hardware» more  MICRO 1999»
15 years 6 months ago
Read-After-Read Memory Dependence Prediction
: We identify that typical programs exhibit highly regular read-after-read (RAR) memory dependence streams. We exploit this regularity by introducing read-after-read (RAR) memory d...
Andreas Moshovos, Gurindar S. Sohi
165
Voted
JMLR
2012
13 years 5 months ago
Contextual Bandit Learning with Predictable Rewards
Contextual bandit learning is a reinforcement learning problem where the learner repeatedly receives a set of features (context), takes an action and receives a reward based on th...
Alekh Agarwal, Miroslav Dudík, Satyen Kale,...
144
Voted
DAC
2012
ACM
13 years 5 months ago
WCET-centric partial instruction cache locking
Caches play an important role in embedded systems by bridging the performance gap between high speed processors and slow memory. At the same time, caches introduce imprecision in ...
Huping Ding, Yun Liang, Tulika Mitra
104
Voted
CSB
2005
IEEE
137views Bioinformatics» more  CSB 2005»
15 years 8 months ago
Improving Operon Prediction in E. coli
In bacterium, genes working in the same pathway or interacting with each other are often organized into operons. Currently, the prediction accuracy for operon/boundary gene pairs ...
PhuongAn Dam, Victor Olman, Ying Xu