Miani, Marco

5 publications

AISTATS 2025 Bayes Without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections Marco Miani, Hrittik Roy, Søren Hauberg

NeurIPS 2024 Reparameterization Invariance in Approximate Bayesian Inference Hrittik Roy, Marco Miani, Carl Henrik Ek, Philipp Hennig, Marvin Pförtner, Lukas Tatzel, Søren Hauberg

NeurIPS 2024 Sketched Lanczos Uncertainty Score: A Low-Memory Summary of the Fisher Information Marco Miani, Lorenzo Beretta, Søren Hauberg

NeurIPS 2023 Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval Frederik Warburg, Marco Miani, Silas Brack, Søren Hauberg

NeurIPS 2022 Laplacian Autoencoders for Learning Stochastic Representations Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki Skafte, Søren Hauberg