Talks

2020

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

2019

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

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

We share our experience in using tensor decomposition for detecting malware

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

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

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

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

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

We discuss our experience in optimizing the sparse MTTKRP kernel using varoius blocking techniques.