122 citations · 141 across the 3 of their papers we have counts for
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math.OC2016★ 14 cited
Efficient evaluation of scaled proximal operators
Michael P. Friedlander, Gabriel Goh
Quadratic-support functions [Aravkin, Burke, and Pillonetto; J. Mach. Learn. Res. 14(1), 2013] constitute a parametric family of convex functions that includes a range of useful re…
math.OC2013★ 5 cited
Tail bounds for stochastic approximation
Michael P. Friedlander, Gabriel Goh
Stochastic-approximation gradient methods are attractive for large-scale convex optimization because they offer inexpensive iterations. They are especially popular in data-fitting…