Marco Miani

15 papers A* 4A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A conf
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections.
AISTATS
Marco Miani, Hrittik Roy, Søren Hauberg
2025 J jnl
Bayesian generative models can flag performance loss, bias, and out-of-distribution image content.
CoRR
Miguel López-Pérez, Marco Miani, Valery Naranjo, Søren Hauberg, Aasa Feragen
2024 J jnl
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections.
CoRR
Marco Miani, Hrittik Roy, Søren Hauberg
2024 J jnl
Curious Explorer: A Provable Exploration Strategy in Policy Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Marco Miani, Maurizio Parton, Marco Romito
2024 — conf
Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification.
MICCAI (8)
Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Frederik Warburg, Aasa Feragen
2024 A* conf
Reparameterization invariance in approximate Bayesian inference.
NeurIPS
Hrittik Roy, Marco Miani, Carl Henrik Ek, Philipp Hennig, Marvin Pförtner, Lukas Tatzel, Søren Hauberg
2024 J jnl
Reparameterization invariance in approximate Bayesian inference.
CoRR
Hrittik Roy, Marco Miani, Carl Henrik Ek, Philipp Hennig, Marvin Pförtner, Lukas Tatzel, Søren Hauberg
2024 A* conf
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information.
NeurIPS
Marco Miani, Lorenzo Beretta, Søren Hauberg
2024 J jnl
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information.
CoRR
Marco Miani, Lorenzo Beretta, Søren Hauberg
2023 A* conf
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval.
NeurIPS
Frederik Warburg, Marco Miani, Silas Brack, Søren Hauberg
2023 J jnl
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval.
CoRR
Frederik Warburg, Marco Miani, Silas Brack, Søren Hauberg
2023 J jnl
Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty.
CoRR
Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Aasa Feragen, Frederik Warburg
2022 A* conf
Laplacian Autoencoders for Learning Stochastic Representations.
NeurIPS
Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki Skafte Detlefsen, Søren Hauberg
2022 J jnl
Laplacian Autoencoders for Learning Stochastic Representations.
CoRR
Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki Skafte Detlefsen, Søren Hauberg
2021 J jnl
Curious Explorer: a provable exploration strategy in Policy Learning.
CoRR
Marco Miani, Maurizio Parton, Marco Romito