44 citations · 158 across the 15 of their papers we have counts for
4 papers · 1 filter
Kernel k-Groups via Hartigan's Method
Guilherme França, Maria L. Rizzo, Joshua T. Vogelstein
Energy statistics was proposed by Sz\' ekely in the 80's inspired by Newton's gravitational potential in classical mechanics and it provides a model-free hypothesis test for equali…
Markov Chain Lifting and Distributed ADMM
Guilherme França, José Bento
The time to converge to the steady state of a finite Markov chain can be greatly reduced by a lifting operation, which creates a new Markov chain on an expanded state space. For a…
Tuning Over-Relaxed ADMM
Guilherme França, José Bento
The framework of Integral Quadratic Constraints (IQC) reduces the computation of upper bounds on the convergence rate of several optimization algorithms to a semi-definite program…
An Explicit Rate Bound for the Over-Relaxed ADMM
Guilherme França, José Bento
The framework of Integral Quadratic Constraints of Lessard et al. (2014) reduces the computation of upper bounds on the convergence rate of several optimization algorithms to semi-…