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Vincent Plassier

Efficient Conformal Prediction under Data Heterogeneity

Dec 25, 2023
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Conformal Prediction for Federated Uncertainty Quantification Under Label Shift

Jun 08, 2023
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Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms

Oct 31, 2022
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Membership Inference Attacks via Adversarial Examples

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Jul 27, 2022
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DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs

Jun 18, 2021
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QLSD: Quantised Langevin stochastic dynamics for Bayesian federated learning

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Jun 01, 2021
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Risk bounds when learning infinitely many response functions by ordinary linear regression

Jun 16, 2020
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