Marco Miani
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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Conference Pioneer
Conferences
NIPS (4)
AISTATS (1)
MICCAI (1)
Top co-authors
Keywords
laplace approximation
(3)
uncertainty quantification
(2)
bayesian inference
(2)
variational inference
(2)
image retrieval
(1)
model calibration
(1)
fisher information
(1)
diffusion process
(1)
fisher information matrix
(1)
variational autoencoder
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
bayesian neural network
(1)
contrastive loss
(1)
monte carlo em
(1)
lanczos algorithm
(1)
reparameterization invariance
(1)
stochastic representation
(1)
dimensionality reduction
(1)
laplacian autoencoder
(1)
Papers
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections
AISTATS 2025
Reparameterization invariance in approximate Bayesian inference
NIPS 2024
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
NIPS 2024
Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification
MICCAI 2024
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
NIPS 2023
Laplacian Autoencoders for Learning Stochastic Representations
NIPS 2022