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» The Tradeoffs of Large Scale Learning
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OOPSLA
2010
Springer
13 years 6 months ago
Parallel inclusion-based points-to analysis
Inclusion-based points-to analysis provides a good trade-off between precision of results and speed of analysis, and it has been incorporated into several production compilers inc...
Mario Méndez-Lojo, Augustine Mathew, Keshav...
TSP
2012
12 years 3 months ago
Distributed Covariance Estimation in Gaussian Graphical Models
—We consider distributed estimation of the inverse covariance matrix in Gaussian graphical models. These models factorize the multivariate distribution and allow for efficient d...
Ami Wiesel, Alfred O. Hero
ISCA
2012
IEEE
224views Hardware» more  ISCA 2012»
11 years 10 months ago
A first-order mechanistic model for architectural vulnerability factor
Soft error reliability has become a first-order design criterion for modern microprocessors. Architectural Vulnerability Factor (AVF) modeling is often used to capture the probab...
Arun A. Nair, Stijn Eyerman, Lieven Eeckhout, Lizy...
GECCO
2009
Springer
258views Optimization» more  GECCO 2009»
14 years 17 days ago
Evolutionary learning of local descriptor operators for object recognition
Nowadays, object recognition is widely studied under the paradigm of matching local features. This work describes a genetic programming methodology that synthesizes mathematical e...
Cynthia B. Pérez, Gustavo Olague
SIGMOD
2009
ACM
157views Database» more  SIGMOD 2009»
14 years 8 months ago
Asynchronous view maintenance for VLSD databases
The query models of the recent generation of very large scale distributed (VLSD) shared-nothing data storage systems, including our own PNUTS and others (e.g. BigTable, Dynamo, Ca...
Parag Agrawal, Adam Silberstein, Brian F. Cooper, ...