15 citations · 68 across the 22 of their papers we have counts for
4 papers · 1 filter
Introduction to Coresets: Approximated Mean
Alaa Maalouf, Ibrahim Jubran, Dan Feldman
A \emph{strong coreset} for the mean queries of a set in is a small weighted subset , which provably approximates its sum of squared distances to…
A Unified Approach to Coreset Learning
Alaa Maalouf, Gilad Eini, Ben Mussay +2
Coreset of a given dataset and loss function is usually a small weighed set that approximates this loss for every query from a given set of queries. Coresets have shown to be very…
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition
Lucas Liebenwein, Alaa Maalouf, Oren Gal +2
We present a novel global compression framework for deep neural networks that automatically analyzes each layer to identify the optimal per-layer compression ratio, while simultane…
Provably Approximated ICP
Ibrahim Jubran, Alaa Maalouf, Ron Kimmel +1
The goal of the \emph{alignment problem} is to align a (given) point cloud to another (observed) point cloud . That is, to compute…