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36 papers · 1 filter
On noise limited cellular networks
Laurent Decreusefond, Philippe Martins, Thanh-Tung Vu
This paper introduces a general theoretical framework to analyze noise limited networks. More precisely, we consider two homogenous Poisson point processes of base stations and use…
Non-asymptotic deviation inequalities for smoothed additive functionals in non-linear state-space models
Cyrille Dubarry, Sylvain Le Corff
The approximation of fixed-interval smoothing distributions is a key issue in inference for general state-space hidden Markov models (HMM). This contribution establishes non-asympt…
Central limit theorem for the robust log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context
Olaf Kouamo, Céline Lévy-Leduc, Eric Moulines
In this paper, we study robust estimators of the memory parameter d of a (possibly) non stationary Gaussian time series with generalized spectral density f. This generalized spectr…
Online Expectation-Maximisation
Olivier Cappé
Tutorial chapter on the Online EM algorithm to appear in the volume 'Mixtures' edited by Kerrie Mengersen, Mike Titterington and Christian P. Robert.
Context Tree Selection: A Unifying View
Aurélien Garivier, Florencia Leonardi
The present paper investigates non-asymptotic properties of two popular procedures of context tree (or Variable Length Markov Chains) estimation: Rissanen's algorithm Context and t…
Rethinking low extra delay background transport protocols
Giovanna Carofiglio, Luca Muscariello, Dario Rossi +2
BitTorrent has recently introduced LEDBAT, a novel application-layer congestion control protocol for data exchange. The protocol design starts from the assumption that network bott…