Marco Avella-Medina

According to our database, Marco Avella-Medina authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Asymptotics for power posterior mean estimation.

Ruchira Ray, Marco Avella-Medina, Cynthia Rush

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022

On the Robustness to Misspecification of α-posteriors and Their Variational Approximations.

Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez

J. Mach. Learn. Res., 2022

Kernel PCA for multivariate extremes.

Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky

CoRR, 2022

2021

Spectral learning of multivariate extremes.

Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky

CoRR, 2021

Differentially private inference via noisy optimization.

Marco Avella-Medina, Casey Bradshaw, Po-Ling Loh

CoRR, 2021

2020

Centrality Measures for Graphons: Accounting for Uncertainty in Networks.

Marco Avella-Medina, Francesca Parise, Michael T. Schaub, Santiago Segarra

IEEE Trans. Netw. Sci. Eng., 2020

Propose, Test, Release: Differentially private estimation with high probability.

Victor-Emmanuel Brunel, Marco Avella-Medina

CoRR, 2020

2019

Privacy-preserving parametric inference: a case for robust statistics.

Marco Avella-Medina

CoRR, 2019

2017

Centrality measures for graphons.

Marco Avella-Medina, Francesca Parise, Michael T. Schaub, Santiago Segarra

CoRR, 2017