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20222025
most citedPEPit: computer-assisted worst-case analyses of first-order optimization methods in Python

6 citations · 8 across the 8 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

math.OC2024

Comparison of Proximal First-Order Primal and Primal-Dual algorithms via Performance Estimation

Nizar Bousselmi, Nelly Pustelnik, Julien M. Hendrickx +1

Selecting the fastest algorithm for a specific signal/image processing task is a challenging question. We propose an approach based on the Performance Estimation Problem framework…

math.OC2024

On the Set of Possible Minimizers of a Sum of Convex Functions

Moslem Zamani, François Glineur, Julien M. Hendrickx

Consider a sum of convex functions, where the only information known about each individual summand is the location of a minimizer. In this work, we give an exact characterization o…