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» Approximability of Probability Distributions
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ESANN
2004
15 years 5 months ago
Dimensionality reduction and classification using the distribution mapping exponent
: Probability distribution mapping function, which maps multivariate data distribution to the function of one variable, is introduced. Distributionmapping exponent (DME) is somethi...
Marcel Jirina
NIPS
1994
15 years 5 months ago
Learning Stochastic Perceptrons Under k-Blocking Distributions
We present a statistical method that PAC learns the class of stochastic perceptrons with arbitrary monotonic activation function and weights wi {-1, 0, +1} when the probability d...
Mario Marchand, Saeed Hadjifaradji
ICML
2004
IEEE
16 years 4 months ago
Approximate inference by Markov chains on union spaces
A standard method for approximating averages in probabilistic models is to construct a Markov chain in the product space of the random variables with the desired equilibrium distr...
Max Welling, Michal Rosen-Zvi, Yee Whye Teh
155
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QUESTA
2011
14 years 6 months ago
Uniform approximations for the M/G/1 queue with subexponential processing times
: This paper studies the asymptotic behavior of the steady-state waiting time, W∞, of the M/G/1 queue with subexponenential processing times for different combinations of traffi...
Mariana Olvera-Cravioto, Peter W. Glynn
SIPEW
2009
Springer
110views Hardware» more  SIPEW 2009»
15 years 10 months ago
A Note on the Effects of Service Time Distribution in the M/G/1 Queue
The M/G/1 queue is a classical model used to represent a large number of real-life computer and networking applications. In this note, we show that, for coefficients of variation o...
Alexandre Brandwajn, Thomas Begin