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PLDI
2011
ACM
14 years 5 months ago
Automatic CPU-GPU communication management and optimization
The performance benefits of GPU parallelism can be enormous, but unlocking this performance potential is challenging. The applicability and performance of GPU parallelizations is...
Thomas B. Jablin, Prakash Prabhu, James A. Jablin,...
ICML
2006
IEEE
16 years 3 months ago
Convex optimization techniques for fitting sparse Gaussian graphical models
We consider the problem of fitting a large-scale covariance matrix to multivariate Gaussian data in such a way that the inverse is sparse, thus providing model selection. Beginnin...
Onureena Banerjee, Laurent El Ghaoui, Alexandre d'...
118
Voted
DATE
2008
IEEE
131views Hardware» more  DATE 2008»
15 years 9 months ago
Optimal MTCMOS Reactivation Under Power Supply Noise and Performance Constraints
Sleep transistor insertion is one of today’s most promising and widely adopted solutions for controlling stand-by leakage power in nanometer circuits. Although single-cycle powe...
Andrea Calimera, Luca Benini, Enrico Macii
AVBPA
2005
Springer
279views Biometrics» more  AVBPA 2005»
15 years 8 months ago
Active Shape Models with Invariant Optimal Features (IOF-ASMs)
Abstract. This paper is framed in the field of statistical face analysis. In particular, the problem of accurate segmentation of prominent features of the face in frontal view ima...
Federico Sukno, Sebastián Ordas, Constantin...
168
Voted
VECPAR
2004
Springer
15 years 7 months ago
Domain Decomposition Methods for PDE Constrained Optimization Problems
Abstract. Optimization problems constrained by nonlinear partial differential equations have been the focus of intense research in scientific computing lately. Current methods for...
Ernesto E. Prudencio, Richard H. Byrd, Xiao-Chuan ...