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Epileptic seizure classification using scalp EEG data
Epileptic seizure classification using scalp EEG data: A support tensor machine approach
Sparse reconstruction for High Dimensional Tensors
Sparse reconstruction for High Dimensional Tensors: Low complexity methods for large scale sensing
Uncertainty quantification for tensor network constrained kernel machines
Uncertainty quantification for tensor network constrained kernel machines: A frequentist and Bayesian approach
Tensor decomposition for Independent Component Analysis
Tensor decomposition for Independent Component Analysis: Through implicit cumulant tensor manipulation
Compression of the embedding layer in an LSTM model using tensor train decomposition for NLP
Compression of the embedding layer in an LSTM model using tensor train decomposition for NLP
Graph Regularized Tensor Decomposition for Recommender Systems
Graph Regularized Tensor Decomposition for Recommender Systems
All-at-once optimization for kernel machines with canonical polyadic decompositions
All-at-once optimization for kernel machines with canonical polyadic decompositions: Enabling large scale learning for kernel machines
Symmetric Canonical Polyadic Decomposition And Gauss-Newton Optimizer For Nonlinear Volterra System Identification
Symmetric Canonical Polyadic Decomposition And Gauss-Newton Optimizer For Nonlinear Volterra System Identification
Improving the Computational Speed of a Tensor-Networked Kalman Filter for Streaming Video Completion
Improving the Computational Speed of a Tensor-Networked Kalman Filter for Streaming Video Completion
Tensor-Networked Square-Root Kalman Filter for Online Video Completion
Tensor-Networked Square-Root Kalman Filter for Online Video Completion
Batch Bayesian Learning of Large-Scale LS-SVMs Based on Low-rank Tensor Networks
Batch Bayesian Learning of Large-Scale LS-SVMs Based on Low-rank Tensor Networks
Non-Linear Bayesian System Identification of Cortical Responses Using Volterra Series
Non-Linear Bayesian System Identification of Cortical Responses Using Volterra Series
Nonnegative Robust PCA for Background and Foreground Image Decomposition
Nonnegative Robust PCA for Background and Foreground Image Decomposition
Recursive Tensor Network Bayesian Learning of Large-Scale LS-SVMs
Recursive Tensor Network Bayesian Learning of Large-Scale LS-SVMs
Development of a Computational Model of Respiratory Mechanics in Mechanical Ventilation
Development of a Computational Model of Respiratory Mechanics in Mechanical Ventilation
Streaming Video Completion using a Tensor-Networked Kalman Filter
Streaming Video Completion using a Tensor-Networked Kalman Filter
Precise Data-Driven Modelling of Reticle Heating Induced Spatial Deformations for Correcting Non-Moving Average Effects
Precise Data-Driven Modelling of Reticle Heating Induced Spatial Deformations for Correcting Non-Moving Average Effects
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