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IJCNN
2000
IEEE
15 years 11 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
ASPLOS
2000
ACM
15 years 11 months ago
FLASH vs. (Simulated) FLASH: Closing the Simulation Loop
Simulation is the primary method for evaluating computer systems during all phases of the design process. One significant problem with simulation is that it rarely models the syst...
Jeff Gibson, Robert Kunz, David Ofelt, Mark Heinri...
SIGGRAPH
1998
ACM
15 years 11 months ago
A Perceptually Based Adaptive Sampling Algorithm
A perceptually based approach for selecting image samples has been developed. An existing image processing vision model has been extended to handle color and has been simplified ...
Mark R. Bolin, Gary W. Meyer
SIGGRAPH
1997
ACM
15 years 11 months ago
Fake fur rendering
A probabilistic lighting model is presented for thin coats of fur over skin. Previous methods for rendering furry objects and creatures have addressed the case where individual st...
Dan B. Goldman
AADEBUG
1997
Springer
15 years 11 months ago
Bisection Debugging
This paper introduces the bisection debugging model. The key idea is to use a debugger to identify the semantic differences between two versions of the same program. The debugger ...
Thomas R. Gross