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NCA
2005
IEEE
14 years 2 months ago
A Probabilistic Approach for Achieving Fair Bandwidth Allocations in CSFQ
The fair bandwidth allocations can isolate flows and protect well-behaved flows from ill-behaved ones. CSFQ (Core Stateless Fair Queueing) achieves the approximate fairness by d...
Peng Wang, David L. Mills
IJCNN
2000
IEEE
14 years 1 months ago
Probabilistic Neural Network Models for Sequential Data
It has already been shown how Artificial Neural Networks (ANNs) can be incorporated into probabilistic models. In this paper we review some of the approaches which have been prop...
Yoshua Bengio
ICCAD
1999
IEEE
78views Hardware» more  ICCAD 1999»
14 years 1 months ago
Probabilistic state space search
This paper describes a probabilistic approach to state space search. The presented method applies a ranking of the design states according to their probability of reaching a given...
Andreas Kuehlmann, Kenneth L. McMillan, Robert K. ...
VLDB
1990
ACM
116views Database» more  VLDB 1990»
14 years 1 months ago
A Probabilistic Framework for Vague Queries and Imprecise Information in Databases
A probabilistic learning model for vague queries and missing or imprecise information in databases is described. Instead of retrieving only a set of answers, our approach yields a...
Norbert Fuhr
NIPS
2008
13 years 10 months ago
Sparse probabilistic projections
We present a generative model for performing sparse probabilistic projections, which includes sparse principal component analysis and sparse canonical correlation analysis as spec...
Cédric Archambeau, Francis Bach