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NIPS
2004
15 years 8 months ago
Sampling Methods for Unsupervised Learning
We present an algorithm to overcome the local maxima problem in estimating the parameters of mixture models. It combines existing approaches from both EM and a robust fitting algo...
Robert Fergus, Andrew Zisserman, Pietro Perona
NIPS
2001
15 years 8 months ago
Partially labeled classification with Markov random walks
To classify a large number of unlabeled examples we combine a limited number of labeled examples with a Markov random walk representation over the unlabeled examples. The random w...
Martin Szummer, Tommi Jaakkola
IJCAI
2003
15 years 8 months ago
Dynamic Vehicle Routing with Stochastic Requests
This paper considers vehicle routing problems (VRP) where customer locations and service times are random variables that are realized dynamically during plan execution. It propose...
Russell Bent, Pascal Van Hentenryck
INTERACT
2003
15 years 8 months ago
Empirical Evaluation of Performance in Hybrid 3D and 2D Interfaces
: Experimental studies of spatial input devices have focused on demonstrating either the superiority of 3D input devices over 2D input devices, or the superiority of bimanual inter...
Sriram Subramanian, Dzmitry Aliakseyeu, Jean-Berna...
WSC
2001
15 years 8 months ago
Hybrid agent-based simulation for analyzing the national airspace system
Hybrid agent-based simulation is required to provide a mechanism for analyzing large-scale complex systems, such as the National Airspace System (NAS). The dynamic behavior of man...
Seungman Lee, Amy R. Pritchett, David Goldsman