Load Tensor Decompositions results
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Updated
Dec 15, 2023 - Julia
Load Tensor Decompositions results
Source code for my diploma thesis at ECE NTUA.
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
CoFFee recommender system with attention mechanism
Hybrid Networks: Improving Deep Learning via Integrating Two Views of Images, ICONIP'18
HOTTBOX website
Tensor Factorization Based Method for Tensor Completion with Spatio-Temporal Characterization
Partitioned Tensor Factorization
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
Visualization of Tensor Decompositions
Coupled matrix-tensor factorization for integrating EEG and ffMRI on the brain cortical surface with source reconstruction
GUI to help automate functions of the LibRec Java recommendation systems library
Physics-informed Machine Learning
Tensor Decomposition Library
A state of the art survey on non-negative matrix and tensor factorization, especially from an image processing perspective.
T-product factorization based method for matrix and tensor completion problems
This is the implementation of our paper "Recurrent Tensor Factorization for Time-aware Service Recommendation"
TT-Toolbox (by Oseledets et al.)
KDD2021: Code for MTC algorithm. We use coarse granular data and partially observed data to (low-rank) recover the fine granular data.
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
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