Publications per year
Publications per year
Fingerprint
Dive into the research topics where Marco Miani is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
Warburg, F., Miani, M., Brack, S. & Hauberg, S., 2024, (Accepted/In press) Proceedings of the 37th Conference on Neural Information Processing Systems. Neural Information Processing Systems Foundation, Vol. 36. 26 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
File67 Downloads (Pure) -
Curious Explorer: A Provable Exploration Strategy in Policy Learning
Miani, M., Parton, M. & Romito, M., 2024, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Downloads (Pure) -
Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification
Zepf, K., Wanna, S., Miani, M., Moore, J., Frellsen, J., Hauberg, S., Warburg, F. & Feragen, A., 2024, Proceedings of the 27th International Conference of Medical Image Computing and Computer Assisted Intervention – MICCAI 2024. Springer, Vol. 15008. p. 349-359 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
-
Reparameterization invariance in approximate Bayesian inference
Roy, H., Miani, M., Ek, C. H., Hennig, P., Pförtner, M., Tatze, L. & Hauberg, S., 2024, (Accepted/In press) Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS 2024). 26 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile10 Downloads (Pure) -
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
Miani, M., Beretta, L. & Hauberg, S., 2024, (Accepted/In press) Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS 2024).. 25 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile14 Downloads (Pure)
Projects
- 1 Active
-
The geometry of protein representations
Miani, M. (PhD Student), Hauberg, S. (Main Supervisor) & Boomsma, W. K. (Supervisor)
15/02/2022 → 26/08/2025
Project: PhD