Daniel P. Robinson

activity

20152022

most citedSequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization

6 citations · 21 across the 11 of their papers we have counts for

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Showing 2016 · math.OCShow all

1 paper · 2 filters

math.OC2016

A Reduced-Space Algorithm for Minimizing $ℓ_{1}$ -Regularized Convex Functions

Tianyi Chen, Frank E. Curtis, Daniel P. Robinson

We present a new method for minimizing the sum of a differentiable convex function and an $ℓ_{1}$ -norm regularizer. The main features of the new method include: $(i)$ an evolving…

A Reduced-Space Algorithm for Minimizing ℓ1​-Regularized Convex Functions

A Reduced-Space Algorithm for Minimizing $ℓ_{1}$ -Regularized Convex Functions