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2020 – today
- 2024
[j1]Marco Miani, Maurizio Parton
, Marco Romito:
Curious Explorer: A Provable Exploration Strategy in Policy Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11422-11431 (2024)- [c3]Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Frederik Warburg, Aasa Feragen:
Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification. MICCAI (8) 2024: 349-359 - [i7]Hrittik Roy, Marco Miani, Carl Henrik Ek, Philipp Hennig, Marvin Pförtner, Lukas Tatzel, Søren Hauberg:
Reparameterization invariance in approximate Bayesian inference. CoRR abs/2406.03334 (2024) - [i6]Marco Miani, Lorenzo Beretta, Søren Hauberg:
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information. CoRR abs/2409.15008 (2024) - [i5]Marco Miani, Hrittik Roy, Søren Hauberg:
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections. CoRR abs/2410.16901 (2024) - 2023
- [c2]Frederik Warburg, Marco Miani, Silas Brack, Søren Hauberg:
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval. NeurIPS 2023 - [i4]Frederik Warburg, Marco Miani, Silas Brack, Søren Hauberg:
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval. CoRR abs/2302.01332 (2023) - [i3]Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Aasa Feragen, Frederik Warburg:
Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty. CoRR abs/2303.13123 (2023) - 2022
- [c1]Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki Skafte Detlefsen, Søren Hauberg:
Laplacian Autoencoders for Learning Stochastic Representations. NeurIPS 2022 - [i2]Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki Skafte Detlefsen, Søren Hauberg:
Laplacian Autoencoders for Learning Stochastic Representations. CoRR abs/2206.15078 (2022) - 2021
- [i1]Marco Miani, Maurizio Parton, Marco Romito:
Curious Explorer: a provable exploration strategy in Policy Learning. CoRR abs/2106.15503 (2021)
Coauthor Index
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