Search Results for author: Bartłomiej Błaszczyszyn

Found 3 papers, 2 papers with code

Particle gradient descent model for point process generation

2 code implementations27 Oct 2020 Antoine Brochard, Bartłomiej Błaszczyszyn, Stéphane Mallat, Sixin Zhang

This paper presents a statistical model for stationary ergodic point processes, estimated from a single realization observed in a square window.

Point Processes Topological Data Analysis

Statistical learning of geometric characteristics of wireless networks

no code implementations19 Dec 2018 Antoine Brochard, Bartłomiej Błaszczyszyn, Stéphane Mallat, Sixin Zhang

To approximate (interpolate) the marking function, in our baseline approach, we build a statistical regression model of the marks with respect some local point distance representation.

Point Processes regression

Determinantal thinning of point processes with network learning applications

4 code implementations9 Oct 2018 Bartłomiej Błaszczyszyn, Paul Keeler

A new type of dependent thinning for point processes in continuous space is proposed, which leverages the advantages of determinantal point processes defined on finite spaces and, as such, is particularly amenable to statistical, numerical, and simulation techniques.

Point Processes Scheduling

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