Cyclic coordinate descent in the Hölder smooth setting
Operations Research Letters, 2022
With Nam Ho-Nguyen (University of Sydney, Discipline of Business Analytics)
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Publications
Coordinate Descent Without Coordinates: Tangent Subspace Descent on Riemannian Manifolds
Mathematics of Operations Research, 2022
2022 INFORMS Optimization Society Young Researcher Prize Winner with Nam Ho-Nguyen (University of Sydney, Discipline of Business Analytics)
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Perturbed Fenchel duality and first-order methods
Mathematical Programming, Series A, 2022
with Javier Peña (Carnegie Mellon University, Tepper School of Business)
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The Inexact Cyclic Block Proximal Gradient Method and Properties of Inexact Proximal Maps
Major Revision at Journal on Optimization Theory and Applications, 2022
with Leandro Maia (Texas Tech University IMSE) and Ryan Hughes (Addx Corporation)
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The condition number of a function relative to a set
Mathematical Programming, Series A, 2020
with Javier Peña (Carnegie Mellon University, Tepper School of Business)
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Enhanced basic procedures for the projection and rescaling algorithm
Optimization Letters, 2019
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Convergence Rates of Proximal Gradient Methods via the Convex Conjugate
SIAM Journal on Optimization, 2019
with Javier Peña (Carnegie Mellon University, Tepper School of Business)
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