tensor decomposition

Workshop on Sparse Tensor Computations

We demonstrate the efficiency and performance-portability of encoding sparse tensors in a linearized format

Efficient, Out-of-memory Sparse MTTKRP on Massively Parallel Architectures

Tensor Decomposition for Topic Modeling in AI

We discuss using high-performance tensor decomposition for topic modeling and malware detection

Optimizing Tensor Decomposition on HPC Systems - Challenges and Approaches

We discuss our experience in optimizing the CP and Tucker decomposition algorithms for sparse datasets on a distributed system.

Optimizing Tensor Decomposition on HPC Systems - Challenges and Approaches

We discuss our experience in optimizing the CP and Tucker decomposition algorithms for sparse datasets on a distributed system.

Tensor Decomposition for Malware Detection

We share our experience in using tensor decomposition for detecting malware

On optimizing distributed non-negative Tucker decomposition

We discuss our experience in optimizing the non-negative Tucker decomposition for sparse datasets on a distributed system.

Optimizing Tensor Decomposition on HPC Systems - Challenges and Approaches

We discuss our experience in optimizing the CP and Tucker decomposition algorithms for sparse datasets on a distributed system.

Optimizing Tensor Decomposition on HPC Systems

We discuss our experience in optimizing the CP and Tucker decomposition algorithms for sparse datasets on a distributed system.

Optimizing Tensor Decomposition on HPC Systems

We discuss our experience in optimizing the CP and Tucker decomposition algorithms for sparse datasets on a distributed system.