Davide Piras

Orcid: 0000-0002-9836-2661

According to our database1, Davide Piras authored at least 8 papers between 2020 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison.
CoRR, 2024

2023
A robust estimator of mutual information for deep learning interpretability.
Mach. Learn. Sci. Technol., June, 2023

A representation learning approach to probe for dynamical dark energy in matter power spectra.
CoRR, 2023

CosmoPower-JAX: high-dimensional Bayesian inference with differentiable cosmological emulators.
CoRR, 2023

2022
Fast and realistic large-scale structure from machine-learning-augmented random field simulations.
CoRR, 2022

Discovering the building blocks of dark matter halo density profiles with neural networks.
CoRR, 2022

2021
Towards fast machine-learning-assisted Bayesian posterior inference of realistic microseismic events.
CoRR, 2021

2020
Learning to Noise: Application-Agnostic Data Sharing with Local Differential Privacy.
CoRR, 2020


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