Guilherme França

According to our database, Guilherme França authored at least 12 papers between 2016 and 2023.

Collaborative distances:

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

2023

A Nonsmooth Dynamical Systems Perspective on Accelerated Extensions of ADMM.

Guilherme França, Daniel P. Robinson, René Vidal

IEEE Trans. Autom. Control., May, 2023

2022

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

2021

Kernel k-Groups via Hartigan's Method.

Guilherme França, Maria L. Rizzo, Joshua T. Vogelstein

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Understanding the Dynamics of Gradient Flow in Overparameterized Linear models.

Salma Tarmoun, Guilherme França, Benjamin D. Haeffele, René Vidal

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Distributed Optimization, Averaging via ADMM, and Network Topology.

Guilherme França, José Bento

Proc. IEEE, 2020

Conformal Symplectic and Relativistic Optimization.

Guilherme França, Jeremias Sulam, Daniel P. Robinson, René Vidal

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Gradient Flows and Accelerated Proximal Splitting Methods.

Guilherme França, Daniel P. Robinson, René Vidal

CoRR, 2019

2018

An Explicit Convergence Rate for Nesterov's Method from SDP.

Sam Safavi, Bikash Joshi, Guilherme França, José Bento

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

ADMM and Accelerated ADMM as Continuous Dynamical Systems.

Guilherme França, Daniel P. Robinson, René Vidal

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Markov Chain Lifting and Distributed ADMM.

Guilherme França, José Bento

IEEE Signal Process. Lett., 2017

Energy Clustering.

Guilherme França, Joshua T. Vogelstein

CoRR, 2017

2016

An explicit rate bound for over-relaxed ADMM.

Guilherme França, José Bento

Proceedings of the IEEE International Symposium on Information Theory, 2016