Anna Paola Muntoni

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Expectation Propagation

Biological Sequences

Packing Problem

Statistical Inference

Top Venues

Publications

Anna Paola Muntoni, Fabio Mazza, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta
Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction. CoRR (2023)
Anna Paola Muntoni, Andrea Pagnani
DCAlign v1.0: aligning biological sequences using co-evolution models and informed priors. Bioinform. 39 (9) (2023)
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Matteo Mariani, Anna Paola Muntoni
Inference in conditioned dynamics through causality restoration. CoRR (2022)
Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
adabmDCA: adaptive Boltzmann machine learning for biological sequences. BMC Bioinform. 22 (3) (2021)
Pierre Barrat-Charlaix, Anna Paola Muntoni, Kai Shimagaki, Martin Weigt, Francesco Zamponi
Sparse generative modeling of protein-sequence families. CoRR (2020)
Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Marc Mézard, Anna Paola Muntoni, Maria Refinetti, Stefano Sarao Mannelli, Lenka Zdeborová
Epidemic mitigation by statistical inference from contact tracing data. CoRR (2020)
Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
Compressed sensing reconstruction using Expectation Propagation. CoRR (2019)
Alfredo Braunstein, Anna Paola Muntoni
The cavity approach for Steiner trees Packing problems. CoRR (2017)