@FBachoc

Professor at Université de Lille. Interested in applied mathematics, statistics and machine learning.

francoisbachoc.github.io/
Joined November 2019
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linkedin.com/posts/jmloubes_…

#inesia2025 #ai4safety #aigovernance #inria #techpolicy #aievaluation #aisecurity #trustedai #llms...

The first Scientific Days of INESIA took place this week at Centre Inria de Paris, hosted by Inria and organised by Karteek Alahari and biernacki christophe and Jean-Frédéric Gerbeau with Tifenn B....

linkedin.com
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New postdoc position with me in Toulouse, in Statistics / Machine Learning, starting in Fall 2025 and lasting about 2 years: sites.google.com/view/anrbac…

ANR BACKUP - Postdoc Toulouse

Deadline for application: April 1, 2025 Contact: François Bachoc We seek a candidate in statistics/machine learning with an excellent statistical and mathematical background attested by publications...

sites.google.com
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👏 Félicitations de l'Administrateur 👏 L'Administrateur de l'IUF, Elyes Jouini, félicite les Lauréates et les Lauréats Juniors et Seniors 2024, distingués pour la qualité exceptionnelle de leur projet ! ➡️ iufrance.fr
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New PhD thesis offer in Statistics and Machine Learning in Toulouse, on the prediction of complex outputs with applications to nuclear safety: math.univ-toulouse.fr/~fbach… Applications are considered starting in March 2023.
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New PhD thesis offer in Statistics and Machine Learning in Toulouse, on block additive Gaussian processes: math.univ-toulouse.fr/~fbach…
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We are still looking for candidates for this offer. The aim is now to start with a master internship in Spring 2023 and then to follow-up with the PhD thesis in fall 2023.
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New position opening for a PhD thesis in Toulouse on Gaussian processes co-supervised by me. The PhD starts next Fall. math.univ-toulouse.fr/~fbach…
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Open access article on the use of Gaussian processes and extrem statistics to provide early warnings for coastal flooding hazards at the municipality of Gavres. This project is interdisciplinary and comes with a real time user interface made available to the municipality of...
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...Gavres. It is a "summary" of the #ANR project Riscope. mdpi.com/2077-1312/9/11/1191

A User-Oriented Local Coastal Flooding Early Warning System Using Metamodelling Techniques

Given recent scientific advances, coastal flooding events can be properly modelled. Nevertheless, such models are computationally expensive (requiring many hours), which prevents their use for...

mdpi.com
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PhD thesis in statistics based in Toulouse in collaboration with Université Grenoble Alpes and IFP Énergies nouvelles. Applications are open this October for a starting date in early 2022. Description and application contact: math.univ-toulouse.fr/~fbach…
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Forthcoming paper on equivalence of mesures for multivariate Gaussian fields. With sufficient conditions on the parameters of the Matérn and Wendland models that extend those from the univariate case. e-publications.org/ims/submi…
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Grateful to #ANR for funding the JCJC project GAP on Gaussian processes for the next 4 years. A PHD opening is planned.
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Paper introducing bisect and approximate algorithms for level set estimation of black box functions. Upper bounds based on packing numbers at decreasing scales and lower bounds over function classes. arxiv.org/abs/2010.13405. To appear in #AISTATS2021.

The sample complexity of level set approximation

We study the problem of approximating the level set of an unknown function by sequentially querying its values. We introduce a family of algorithms called Bisect and Approximate through which we...

arxiv.org
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New introductory preprint on asymptotics for maximum likelihood with Gaussian processes: arxiv.org/abs/2009.07002
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