Marco Avella-Medina

Publication Activity (10 Years)

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

Top Topics

Centrality Measures

Social Dynamics

Differentially Private

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Netw. Sci. Eng.

Publications

Ruchira Ray, Marco Avella-Medina, Cynthia Rush
Asymptotics for power posterior mean estimation. Allerton (2023)
Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations. J. Mach. Learn. Res. 23 (2022)
Marco Avella-Medina, Richard A. Davis, Gennady Samorodnitsky
Kernel PCA for multivariate extremes. CoRR (2022)
Marco Avella-Medina, Casey Bradshaw, Po-Ling Loh
Differentially private inference via noisy optimization. CoRR (2021)
Victor-Emmanuel Brunel, Marco Avella-Medina
Propose, Test, Release: Differentially private estimation with high probability. CoRR (2020)
Marco Avella-Medina, Francesca Parise, Michael T. Schaub, Santiago Segarra
Centrality Measures for Graphons: Accounting for Uncertainty in Networks. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Marco Avella-Medina
Privacy-preserving parametric inference: a case for robust statistics. CoRR (2019)
Marco Avella-Medina, Francesca Parise, Michael T. Schaub, Santiago Segarra
Centrality measures for graphons. CoRR (2017)