Flexible Models for Microclustering with Application to Entity Resolution. - Brenda Betancourt; Giacomo Zanella; Jeffrey W. Miller; Hanna M. Wallach; Abbas Zaidi; Beka Steorts (NIPS, 2016)

A fresh Take on 'Barker Dynamics' for MCMC. - Max Hird; Samuel Livingstone; Giacomo Zanella (MCQMC, 2020)

Improving multiple-try Metropolis with local balancing. - Philippe Gagnon; Florian Maire; Giacomo Zanella (J. Mach. Learn. Res., 2023)

Robust Approximate Sampling via Stochastic Gradient Barker Dynamics. - Lorenzo Mauri; Giacomo Zanella (AISTATS, 2024)

Convergence Rate of Random Scan Coordinate Ascent Variational Inference Under Log-Concavity. - Hugo Lavenant; Giacomo Zanella (SIAM J. Optim., 2024)