9 citations · 20 across the 9 of their papers we have counts for
3 papers · 1 filter
Optimizing Distributed Tensor Contractions using Node-Aware Processor Grids
Andreas Irmler, Raghavendra Kanakagiri, Sebastian T. Ohlmann +2
We propose an algorithm that aims at minimizing the inter-node communication volume for distributed and memory-efficient tensor contraction schemes on modern multi-core compute nod…
Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor Network
Raghavendra Kanakagiri, Edgar Solomonik
Sparse tensor decomposition and completion are common in numerous applications, ranging from machine learning to computational quantum chemistry. Typically, the main bottleneck in…
Efficient parallel implementation of the multiplicative weight update method for graph-based linear programs
Caleb Ju, Serif Yesil, Mengyuan Sun +2
Positive linear programs (LPs) model many graph and operations research problems. One can solve for a -approximation for positive LPs, for any selected , in polylogarithm…