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2020 – today
- 2023
[j4]Guilherme França
, Daniel P. Robinson, René Vidal:
A Nonsmooth Dynamical Systems Perspective on Accelerated Extensions of ADMM. IEEE Trans. Autom. Control. 68(5): 2966-2978 (2023)- 2022
- [i6]Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis:
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents. CoRR abs/2203.10592 (2022) - 2021
- [j3]Guilherme França, Maria L. Rizzo, Joshua T. Vogelstein:
Kernel k-Groups via Hartigan's Method. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4411-4425 (2021) - [c5]Salma Tarmoun, Guilherme França, Benjamin D. Haeffele, René Vidal:
Understanding the Dynamics of Gradient Flow in Overparameterized Linear models. ICML 2021: 10153-10161 - 2020
- [j2]Guilherme França, José Bento:
Distributed Optimization, Averaging via ADMM, and Network Topology. Proc. IEEE 108(11): 1939-1952 (2020) - [c4]Guilherme França, Jeremias Sulam, Daniel P. Robinson, René Vidal:
Conformal Symplectic and Relativistic Optimization. NeurIPS 2020 - [i5]Guilherme França, José Bento:
Distributed Optimization, Averaging via ADMM, and Network Topology. CoRR abs/2009.02604 (2020)
2010 – 2019
- 2019
- [i4]Guilherme França, Daniel P. Robinson, René Vidal:
Gradient Flows and Accelerated Proximal Splitting Methods. CoRR abs/1908.00865 (2019) - 2018
- [c3]Guilherme França, Daniel P. Robinson, René Vidal:
ADMM and Accelerated ADMM as Continuous Dynamical Systems. ICML 2018: 1554-1562 - [c2]Sam Safavi, Bikash Joshi, Guilherme França, José Bento:
An Explicit Convergence Rate for Nesterov's Method from SDP. ISIT 2018: 1560-1564 - [i3]Sam Safavi, Bikash Joshi, Guilherme França, José Bento:
An Explicit Convergence Rate for Nesterov's Method from SDP. CoRR abs/1801.04492 (2018) - 2017
- [j1]Guilherme França, José Bento:
Markov Chain Lifting and Distributed ADMM. IEEE Signal Process. Lett. 24(3): 294-298 (2017) - [i2]Guilherme França, José Bento:
Markov Chain Lifting and Distributed ADMM. CoRR abs/1703.03859 (2017) - [i1]Guilherme França, Joshua T. Vogelstein:
Energy Clustering. CoRR abs/1710.09859 (2017) - 2016
- [c1]Guilherme França, José Bento:
An explicit rate bound for over-relaxed ADMM. ISIT 2016: 2104-2108
Coauthor Index
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