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

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.

Grateful to #ANR for funding the JCJC project GAP on Gaussian processes for the next 4 years. A PHD opening is planned.

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/submission…

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/~fbachoc/ifpen…

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/~fbachoc/PhD_t…

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/~fbachoc/PhD_t… Applications are considered starting in March 2023.

👏 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

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

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