62 citations · 315 across the 65 of their papers we have counts for
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math.OC2014★ 3 cited
A Primal-Dual Algorithmic Framework for Constrained Convex Minimization
Quoc Tran-Dinh, Volkan Cevher
We present a primal-dual algorithmic framework to obtain approximate solutions to a prototypical constrained convex optimization problem, and rigorously characterize how common str…
stat.ML2014
Scalable sparse covariance estimation via self-concordance
Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran-Dinh +1
We consider the class of convex minimization problems, composed of a self-concordant function, such as the metric, a convex data fidelity term and, a regulari…