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NIPS
2001
15 years 8 months ago
Infinite Mixtures of Gaussian Process Experts
We present an extension to the Mixture of Experts (ME) model, where the individual experts are Gaussian Process (GP) regression models. Using an input-dependent adaptation of the ...
Carl Edward Rasmussen, Zoubin Ghahramani
WSC
1996
15 years 8 months ago
Simulation of complex construction processes
Eight successively refined simulation models for the earthmoving operations involved in the construction of a dam provide the foundation for illustrating the ease and effectivenes...
Photios G. Ioannou, Julio C. Martínez
334
Voted

Book
1331views
17 years 4 months ago
Physical Audio Signal Processing
"Delay effects, such as phasing, flanging, chorus, and artificial reverberation, provide an excellent starting point for the subject of digital waveguide modeling because both...
Julius O. Smith III
ICML
2010
IEEE
15 years 7 months ago
Forgetting Counts: Constant Memory Inference for a Dependent Hierarchical Pitman-Yor Process
We propose a novel dependent hierarchical Pitman-Yor process model for discrete data. An incremental Monte Carlo inference procedure for this model is developed. We show that infe...
Nicholas Bartlett, David Pfau, Frank Wood
ICECCS
2010
IEEE
105views Hardware» more  ICECCS 2010»
15 years 5 months ago
On Immunological Memory as a Function of a Recursive Proliferation Process
—We present a model that explains immunological memory as a consequence of the recursive proliferation of reactive and suppressive cells, where the relative proportion of these c...
Thomas Stibor, Anastasio Salazar-Bañuelos