An explicit rate bound for over-relaxed ADMM. - Guilherme França; José Bento 001 (ISIT, 2016)

Energy Clustering. - Guilherme França; Joshua T. Vogelstein (CoRR, 2017)

Markov Chain Lifting and Distributed ADMM. - Guilherme França; José Bento 001 (IEEE Signal Process. Lett., 2017)

ADMM and Accelerated ADMM as Continuous Dynamical Systems. - Guilherme França; Daniel P. Robinson; René Vidal (ICML, 2018)

An Explicit Convergence Rate for Nesterov's Method from SDP. - Sam Safavi; Bikash Joshi; Guilherme França; José Bento 001 (ISIT, 2018)

Gradient Flows and Accelerated Proximal Splitting Methods. - Guilherme França; Daniel P. Robinson; René Vidal (CoRR, 2019)

Conformal Symplectic and Relativistic Optimization. - Guilherme França; Jeremias Sulam; Daniel P. Robinson; René Vidal (NeurIPS, 2020)

Distributed Optimization, Averaging via ADMM, and Network Topology. - Guilherme França; José Bento 001 (Proc. IEEE, 2020)

Understanding the Dynamics of Gradient Flow in Overparameterized Linear models. - Salma Tarmoun; Guilherme França; Benjamin D. Haeffele; René Vidal (ICML, 2021)

Kernel k-Groups via Hartigan's Method. - Guilherme França; Maria L. Rizzo; Joshua T. Vogelstein (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents. - Alessandro Barp; Lancelot Da Costa; Guilherme França; Karl J. Friston; Mark A. Girolami; Michael I. Jordan; Grigorios A. Pavliotis (CoRR, 2022)

A Nonsmooth Dynamical Systems Perspective on Accelerated Extensions of ADMM. - Guilherme França; Daniel P. Robinson; René Vidal (IEEE Trans. Autom. Control., 2023)