Harry Lang

activity

20152020

most citedProvable Filter Pruning for Efficient Neural Networks

23 citations · 44 across the 7 of their papers we have counts for

collaborators

Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Deep Learning Meets Projective Clustering

Alaa Maalouf, Harry Lang, Daniela Rus +1

A common approach for compressing NLP networks is to encode the embedding layer as a matrix $A \in R^{n \times d}$ , compute its rank- $j$ approximation $A_{j}$ via SVD, and then…

cs.DS2020

Sparse Coresets for SVD on Infinite Streams

Vladimir Braverman, Dan Feldman, Harry Lang +2

In streaming Singular Value Decomposition (SVD), $d$ -dimensional rows of a possibly infinite matrix arrive sequentially as points in $R^{d}$ . An $ε$ -coreset is a (much small…