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6 papers · 1 filter
SPySort: Neuronal Spike Sorting with Python
Christophe Pouzat, Georgios Is. Detorakis
Extracellular recordings with multi-electrode arrays is one of the basic tools of contemporary neuroscience. These recordings are mostly used to monitor the activities, understood…
On the capacity functional of excursion sets of Gaussian random fields on
Marie Kratz, Werner Nagel
When a random field is thresholded on a given level , the excursion set is given by its indicator . The purpose of this work…
Model Selection in Overlapping Stochastic Block Models
P. Latouche, E. Birmelé, C. Ambroise
Networks are a commonly used mathematical model to describe the rich set of interactions between objects of interest. Many clustering methods have been developed in order to partit…
Random Measurable Sets and Covariogram Realisability Problems
Bruno Galerne, Raphael Lachieze-Rey
We provide a characterization of the realisable set covariograms, bringing a rigorous yet abstract solution to the problem in materials science. Our method is based on the c…
Moment bounds for dependent sequences in smooth Banach spaces
Jérôme Dedecker, Florence Merlevède
We prove a Marcinkiewicz-Zygmund type inequality for random variables taking values in a smooth Banach space. Next, we obtain some sharp concentration inequalities for the empirica…
Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one
Jérôme Dedecker, Aurélie Fischer, Bertrand Michel
This paper deals with the estimation of a probability measure on the real line from data observed with an additive noise. We are interested in rates of convergence for the Wasserst…