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115
Voted
SC
1990
ACM
15 years 6 months ago
Loop distribution with arbitrary control flow
Loop distribution is an integral part of transforming a sequential program into a parallel one. It is used extensively in parallelization,vectorization, and memory management. For...
Ken Kennedy, Kathryn S. McKinley
NIPS
2008
15 years 4 months ago
MDPs with Non-Deterministic Policies
Markov Decision Processes (MDPs) have been extensively studied and used in the context of planning and decision-making, and many methods exist to find the optimal policy for probl...
Mahdi Milani Fard, Joelle Pineau
MP
2010
135views more  MP 2010»
15 years 29 days ago
An inexact Newton method for nonconvex equality constrained optimization
Abstract We present a matrix-free line search algorithm for large-scale equality constrained optimization that allows for inexact step computations. For sufficiently convex problem...
Richard H. Byrd, Frank E. Curtis, Jorge Nocedal
113
Voted
SIGGRAPH
1987
ACM
15 years 6 months ago
Generating antialiased images at low sampling densities
Ray tracing produces point samples of an image from a 3-D model. Constructing an antialiased digital picture from point samples is difficult without resorting to extremely high sa...
Don P. Mitchell
110
Voted
ICML
2004
IEEE
16 years 3 months ago
Ensemble selection from libraries of models
We present a method for constructing ensembles from libraries of thousands of models. Model libraries are generated using different learning algorithms and parameter settings. For...
Rich Caruana, Alexandru Niculescu-Mizil, Geoff Cre...