Search Results for author: Vivek Bharadwaj

Found 2 papers, 2 papers with code

Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks

1 code implementation • 7 Oct 2022 • Osman Asif Malik, Vivek Bharadwaj, Riley Murray

We show how to develop sampling-based alternating least squares (ALS) algorithms for decomposition of tensors into any tensor network (TN) format.

Tensor Decomposition Tensor Networks

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Code

Distributed-Memory Sparse Kernels for Machine Learning

1 code implementation • 15 Mar 2022 • Vivek Bharadwaj, Aydın Buluç, James Demmel

Further, we give two communication-eliding strategies to reduce costs further for FusedMM kernels: either reusing the replication of an input dense matrix for the SDDMM and SpMM in sequence, or fusing the local SDDMM and SpMM kernels.

BIG-bench Machine Learning Collaborative Filtering +1

Paper
Code

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