Gilad Lerman

activity

19992026

most citedMedian K-flats for hybrid linear modeling with many outliers

155 citations · 1.6k across the 76 of their papers we have counts for

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Showing 2020 · math.OCShow all

2 papers · 2 filters

math.OC2020

You Need to Calm Down: Calmness Regularity for a Class of Seminorm Optimization Problems

Alex Gutierrez, Gilad Lerman, Sam Stewart

Compressed sensing involves solving a minimization problem with objective function $Ω (x) = ∥ x ∥_{1}$ and linear constraints $\boldsymbol{A} \boldsymbol{x}…

math.OC2020

Depth Descent Synchronization in $SO (D)$

Tyler Maunu, Gilad Lerman

We give robust recovery results for synchronization on the rotation group, $SO (D)$ . In particular, we consider an adversarial corruption setting, where a limited percentag…

You Need to Calm Down: Calmness Regularity for a Class of Seminorm Optimization Problems

Depth Descent Synchronization in SO(D)

Depth Descent Synchronization in $SO (D)$