132 citations · 305 across the 14 of their papers we have counts for
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cs.IT2018★ 7 cited
The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups
Elad Romanov, Matan Gavish
In Group Synchronization, one attempts to find a collection of unknown group elements from noisy measurements of their pairwise differences. Several important problems in vision an…
math.ST2018
Multidimensional Scaling of Noisy High Dimensional Data
Erez Peterfreund, Matan Gavish
Multidimensional Scaling (MDS) is a classical technique for embedding data in low dimensions, still in widespread use today. Originally introduced in the 1950's, MDS was not design…
cs.IT2018
Frame Moments and Welch Bound with Erasures
Marina Haikin, Ram Zamir, Matan Gavish
The Welch Bound is a lower bound on the root mean square cross correlation between unit-norm vectors in the dimensional space ( or $\mathbb{C}…