Marco Miani

According to our database1, Marco Miani authored at least 8 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Curious Explorer: A Provable Exploration Strategy in Policy Learning.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections.
CoRR, 2024

Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information.
CoRR, 2024

Reparameterization invariance in approximate Bayesian inference.
CoRR, 2024

Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty.
CoRR, 2023

Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Laplacian Autoencoders for Learning Stochastic Representations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


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