FB
François Bachoc
math.STstat.THcs.LGstat.MLstat.MEcs.GTmath.OCmath.PRstat.APcs.AI
On Valency
published · living versionsW_m9e8j885·v1 · currentpublished
From Fairness to Efficiency in Repeated Bilateral Trade
with Tommaso R Cesari, Roberto Colomboni
1 version
Preprints & journals
73 papers in the corpus · 2013–2026High-dimensional reliability-oriented Shapley effects estimation2606.26826v3 · Lucas Monteiro, J'erome Morio, Julien Demange-Chryst et al.2026 · 0 citationsarXiv
Repeated Bilateral Trade: The Quest for Fairness2606.15369v1 · Francois Bachoc, Roberto Colomboni, Emilie Kaufmann2026 · 0 citationsarXiv
Kriging measure-valued data with sparse observations: application to nuclear safety studies2510.21277v1 · Florian Gossard (IMT), Francois Bachoc (LPP), Jean Baccou (ASNR) et al.2025 · 1 citationarXiv
Online Budget Allocation with Censored Semi-Bandit Feedback2508.05844v2 · Francois Bachoc, Nicolo Cesa-Bianchi, Tommaso Cesari et al.2025 · 0 citationsarXiv
Inference post region selection2506.11564v1 · Dominique Bontemps (IMT), Francois Bachoc (IMT, ANITI) et al.2025 · 0 citationsarXiv
When majority rules, minority loses: bias amplification of gradient descent2505.13122v3 · Francois Bachoc (LPP), J'erome Bolte (TSE-R), Ryan Boustany (TSE-R) et al.2025 · 0 citationsNeurIPS 2025 - Thirty-ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San Diego (CA), United States
A Tight Regret Analysis of Non-Parametric Repeated Contextual Brokerage2503.02646v2 · Francois Bachoc, Tommaso Cesari, Roberto Colomboni2025 · 0 citationsarXiv
Wasserstein Spatial Depth2411.10646v3 · Francois Bachoc, Alberto Gonz'alez-Sanz, Jean-Michel Loubes et al.2024 · 0 citationsarXiv
Block-Additive Gaussian Processes under Monotonicity Constraints2407.13402v2 · M. Deronzier, A. F. L'opez-Lopera, F. Bachoc et al.2024 · 1 citationarXiv
Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation2407.09040v2 · Laurence Grammont, Francois Bachoc (IMT, RT-UQ) et al.2024 · 1 citationarXiv
Fair Online Bilateral Trade2405.13919v1 · Francois Bachoc, Nicolo Cesa-Bianchi, Tommaso Cesari et al.2024 · 0 citationsarXiv
A Parametric Contextual Online Learning Theory of Brokerage2407.01566v3 · Francois Bachoc, Tommaso Cesari, Roberto Colomboni2024 · 0 citationsarXiv
Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs2404.17222v2 · Lucas Reding (CERAMATHS), Andr'es F. L'opez-Lopera (CERAMATHS), Francois Bachoc (IMT)2024 · 0 citationsarXiv
Contraction rates and projection subspace estimation with Gaussian process priors in high dimension2403.03540v3 · Elie Odin (IMT), Francois Bachoc (IMT), Agnes Lagnoux (IMT)2024 · 0 citationsarXiv
Geometry-induced Regularization in Deep ReLU Neural Networks2402.08269v2 · Joachim Bona-Pellissier (MaLGA), Francois Malgouyres (IMT), Francois Bachoc (LPP)2024 · 0 citationsarXiv
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling2310.09194v1 · Julien Demange-Chryst, Francois Bachoc, J'erome Morio et al.2023 · 1 citationarXiv
Selective inference after convex clustering with penalization2309.01492v2 · Francois Bachoc, Cathy Maugis-Rabusseau, Pierre Neuvial2023 · 1 citationESAIM: PS, 29 (2025) 204-242
Improved learning theory for kernel distribution regression with two-stage sampling2308.14335v3 · Francois Bachoc, Louis B'ethune, Alberto Gonz'alez-Sanz et al.2023 · 0 citationsAnnals of Statistics 2025, Vol. 53, No. 4, 1753-1782
A generalization of the CIRCE method for quantifying input model uncertainty in presence of several groups of experiments2306.02762v2 · Guillaume Damblin, Francois Bachoc, Sandro Gazzo et al.2023 · 3 citationsNuclear Engineering and Design, Volume 413, November 2023, 112527
Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates2212.00568v1 · Julien Demange-Chryst, Francois Bachoc, J'erome Morio2022 · 1 citationarXiv
Gaussian Processes on Distributions based on Regularized Optimal Transport2210.06574v1 · Francois Bachoc, Louis B'ethune, Alberto Gonzalez-Sanz et al.2022 · 3 citationsarXiv
Large-Sample Properties of Non-Stationary Source Separation for Gaussian Signals2209.10176v2 · Francois Bachoc, Christoph Muehlmann, Klaus Nordhausen et al.2022 · 1 citationElectronic Journal of Statistics, 18, 2241-2291, 2024
Regret Analysis of Dyadic Search2209.00885v2 · Francois Bachoc, Tommaso Cesari, Roberto Colomboni et al.2022 · 1 citationarXiv
A Near-Optimal Algorithm for Univariate Zeroth-Order Budget Convex Optimization2208.06720v2 · Francois Bachoc, Tommaso Cesari, Roberto Colomboni et al.2022 · 3 citationsarXiv
Local Identifiability of Deep ReLU Neural Networks: the Theory2206.07424v2 · Joachim Bona-Pellissier (IMT), Francois Malgouyres (IMT), Francois Bachoc (IMT)2022 · 1 citationAdvances in Neural Information Processing Systems, Nov 2022, New Orleans, United States
High-dimensional additive Gaussian processes under monotonicity constraints2205.08528v1 · Andr'es F. L'opez-Lopera, Francois Bachoc, Olivier Roustant2022 · 3 citationsarXiv
Shapley effect estimation in reliability-oriented sensitivity analysis with correlated inputs by importance sampling2202.12679v2 · Julien Demange-Chryst, Francois Bachoc, J'erome Morio2022 · 6 citationsarXiv
Multivariate Gaussian Random Fields over Generalized Product Spaces involving the Hypertorus2202.10762v1 · Francois Bachoc (IMT), Ana Peron, Emilio Porcu2022 · 3 citationsarXiv
Parameter identifiability of a deep feedforward ReLU neural network2112.12982v2 · Joachim Bona-Pellissier (IMT), Francois Bachoc (IMT), Francois Malgouyres (IMT)2021 · 6 citationsarXiv
Posterior contraction rates for constrained deep Gaussian processes in density estimation and classication2112.07280v1 · Francois Bachoc, Agnes Lagnoux (IMT)2021 · 1 citationarXiv
Bounds in Wasserstein distance on the normal approximation of general M-estimators2111.09721v1 · Francois Bachoc (IMT), Max Fathi (LPSM, LJLL)2021 · 0 citationsarXiv
Scale estimation and rate-unbiasedness for Gaussian processes under smoothness misspecification2110.02810v3 · Toni Karvonen, Francois Bachoc2021 · 1 citationarXiv
Blind source separation for non-stationary random fields2107.01916v2 · Christoph Muehlmann, Francois Bachoc, Klaus Nordhausen2021 · 11 citationsSpatial Statistics, 47, 100574, 2022
Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates2102.01977v5 · Francois Bachoc (IMT, GdR MASCOT-NUM), Tommaso R Cesari (TSE-R) et al.2021 · 2 citationsNeurIPS 2021, Dec 2021, Virtual conference, France. 24 p
Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions2011.03282v1 · A. Fradi, Y. Feunteun, C. Samir et al.2020 · 14 citationsInformation Sciences Volume 548, 16 February 2021, Pages 56-68
Test of the Latent Dimension of a Spatial Blind Source Separation Model2011.01711v2 · Christoph Muehlmann, Francois Bachoc, Klaus Nordhausen et al.2020 · 7 citationsStatistica Sinica, 34, 837-865, 2024
The sample complexity of level set approximation2010.13405v2 · Francois Bachoc (IMT), Tommaso Cesari (TSE), S'ebastien Gerchinovitz (IMT)2020 · 2 citationsarXiv
Asymptotic analysis of maximum likelihood estimation of covariance parameters for Gaussian processes: an introduction with proofs2009.07002v1 · Francois Bachoc2020 · 12 citationsarXiv
Sequential construction and dimension reduction of Gaussian processes under constraints2009.04188v2 · Francois Bachoc, Andr'es F. L'opez Lopera, Olivier Roustant2020 · 0 citationsarXiv
Asymptotically Equivalent Prediction in Multivariate Geostatistics2007.14684v1 · Francois Bachoc, Emilio Porcu, Moreno Bevilacqua et al.2020 · 7 citationsarXiv
Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment2007.14052v3 · A. F. L'opez-Lopera, D. Idier, J. Rohmer et al.2020 · 26 citationsarXiv
Gaussian linear approximation for the estimation of the Shapley effects2006.02087v1 · Baptiste Broto (CEA), Francois Bachoc (GdR MASCOT-NUM), Marine Depecker (LTCI) et al.2020 · 0 citationsarXiv
Sequential Design of Mixture Experiments with an Empirically Determined Input Domain and an Application to Burn-up Credit Penalization of Nuclear Fuel Rods2004.03854v2 · Francois Bachoc (IMT), Th'eo Barthe, Thomas Santner (OSU) et al.2020 · 0 citationsarXiv
Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes1911.11199v1 · Francois Bachoc, Jos'e B'etancourt, Reinhard Furrer et al.2019 · 10 citationsarXiv
Rate of convergence for geometric inference based on the empirical Christoffel function1910.14458v2 · Mai Trang Vu, Francois Bachoc, Edouard Pauwels2019 · 6 citationsarXiv
Block-diagonal covariance estimation and application to the Shapley effects in sensitivity analysis1907.12780v2 · Baptiste Broto (LADIS), Francois Bachoc (IMT), Laura Clouvel et al.2019 · 7 citationsarXiv
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC1901.04827v2 · Andr'es F. L'opez-Lopera, Francois Bachoc, Nicolas Durrande et al.2019 · 10 citationsarXiv
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution1812.09168v2 · Baptiste Broto (CEA), Francois Bachoc (IMT), Marine Depecker (CEA)2018 · 68 citationsarXiv
Spatial Blind Source Separation1812.09187v2 · Francois Bachoc (IMT), Marc G. Genton (KAUST), Klaus Nordhausen (TU WIEN) et al.2018 · 29 citationsBiometrika 107: 627-646 (2020)
Explaining Machine Learning Models using Entropic Variable Projection1810.07924v6 · Francois Bachoc (IMT), Fabrice Gamboa (IMT), Max Halford (IMT et al.2018 · 0 citationsarXiv
Career total: 144 works. 73 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.