A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
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Updated
Mar 2, 2021 - Python
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
GUI to help automate functions of the LibRec Java recommendation systems library
Load Tensor Decompositions results
Source code for my diploma thesis at ECE NTUA.
Physics-informed Machine Learning
A tensor decomposition library for Common Lisp which support sparse tensor.
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
A Tensor Factorization Method for Relation Embedding
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
HOTTBOX website
Tensor Decomposition Library
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021
Visualization of Tensor Decompositions
Tensor Factorization Based Method for Tensor Completion with Spatio-Temporal Characterization
Coupled matrix-tensor factorization for integrating EEG and ffMRI on the brain cortical surface with source reconstruction
This is the implementation of our paper "Recurrent Tensor Factorization for Time-aware Service Recommendation"
Partitioned Tensor Factorization
Tensor on Spark.
Hybrid Networks: Improving Deep Learning via Integrating Two Views of Images, ICONIP'18
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