30 citations · 101 across the 28 of their papers we have counts for
4 papers · 1 filter
A max-cut approach to heterogeneity in cryo-electron microscopy
Yariv Aizenbud, Yoel Shkolnisky
The field of cryo-electron microscopy has made astounding advancements in the past few years, mainly due to advancements in electron detectors' technology. Yet, one of the key open…
Steerable Principal Components for Space-Frequency Localized Images
Boris Landa, Yoel Shkolnisky
This paper describes a fast and accurate method for obtaining steerable principal components from a large dataset of images, assuming the images are well localized in space and fre…
Multi-View Kernel Consensus For Data Analysis
Moshe Salhov, Ofir Lindenbaum, Yariv Aizenbud +3
The input data features set for many data driven tasks is high-dimensional while the intrinsic dimension of the data is low. Data analysis methods aim to uncover the underlying low…
Machine olfaction using time scattering of sensor multiresolution graphs
Leonid Gugel, Yoel Shkolnisky, Shai Dekel
In this paper we construct a learning architecture for high dimensional time series sampled by sensor arrangements. Using a redundant wavelet decomposition on a graph constructed o…