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Franccois Laurent

3 papers hereh-index 110 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedVariational inference of fractional Brownian motion with linear computational complexity

14 citations · 14 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2026

Empowering Epidemic Response: The Role of Reinforcement Learning in Infectious Disease Control

Mutong Liu, Yang Liu, Jiming Liu

Reinforcement learning (RL), owing to its adaptability to various dynamic systems in many real-world scenarios and the capability of maximizing long-term outcomes under different c…

cs.LG2022★ 14 cited

Variational inference of fractional Brownian motion with linear computational complexity

Hippolyte Verdier, François Laurent, Alhassan Cassé +2

We introduce a simulation-based, amortised Bayesian inference scheme to infer the parameters of random walks. Our approach learns the posterior distribution of the walks' parameter…

stat.AP2019

Simulation of land use dynamics in Paragominas-PA: differences in spatial rules between smallholdings and agribusiness areas

Reinis Osis, François Laurent, René Poccard-Chapuis

The aim of this paper is to present the results of the land use dynamic simulations in the municipality of Paragominas-PA. The simulation is based on models built from past land us…

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