6 citations · 11 across the 13 of their papers we have counts for
3 papers · 1 filter
Distributed Hybrid Sketching for -Embeddings
Neophytos Charalambides, Arya Mazumdar
Linear algebraic operations are ubiquitous in engineering applications, and arise often in a variety of fields including statistical signal processing and machine learning. With co…
Graph Sparsification by Approximate Matrix Multiplication
Neophytos Charalambides, Alfred O. Hero
Graphs arising in statistical problems, signal processing, large networks, combinatorial optimization, and data analysis are often dense, which causes both computational and storag…
Straggler Robust Distributed Matrix Inverse Approximation
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero
A cumbersome operation in numerical analysis and linear algebra, optimization, machine learning and engineering algorithms; is inverting large full-rank matrices which appears in v…