SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping

2 October 2023

Papers citing "SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping"

9 / 9 papers shown

Title
DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors Jun-Gi Jang U. Kang 34 11 0 24 Mar 2022
The Minimum Description Length Principle for Pattern Mining: A Survey E. Galbrun AI4TS 41 24 0 28 Jul 2020
TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records Ardavan Afshar Ioakeim Perros Haesun Park C. Defilippi Xiaowei Yan Walter F. Stewart Joyce C. Ho Jimeng Sun 41 33 0 13 Nov 2019
Generalized Canonical Polyadic Tensor Decomposition David Hong T. Kolda J. Duersch 50 125 0 22 Aug 2018
COPA: Constrained PARAFAC2 for Sparse & Large Datasets Ardavan Afshar Ioakeim Perros Evangelos E. Papalexakis Elizabeth Searles Joyce C. Ho Jimeng Sun 44 42 0 12 Mar 2018
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar Maja Pantic 54 355 0 29 Oct 2016
A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization Kejun Huang N. Sidiropoulos A. Liavas 46 172 0 13 Jun 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 160 2,808 0 20 Feb 2015
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 432 1,145 0 29 Oct 2012