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most citedTraffic Instabilities in Self-Organized Pedestrian Crowds

217 citations

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math.ST2011

Intensity estimation of non-homogeneous Poisson processes from shifted trajectories

Jérémie Bigot, Sébastien Gadat, Thierry Klein +1

This paper considers the problem of adaptive estimation of a non-homogeneous intensity function from the observation of n independent Poisson processes having a common intensity th…

math.ST2011

A Threshold Regularization Method for Inverse Problems

Paul Rochet

A number of regularization methods for discrete inverse problems consist in considering weighted versions of the usual least square solution. However, these so-called filter method…

math.ST2011★ 9 cited

Consistency of functional learning methods based on derivatives

Fabrice Rossi, Nathalie Villa-Vialaneix

In some real world applications, such as spectrometry, functional models achieve better predictive performances if they work on the derivatives of order m of their inputs rather th…