Overview of Higher Order Singular Value Decomposition (HOSVD) and examples of algorithms and implementations.
Overview of Higher Order Singular Value Decomposition (HOSVD)
Higher Order Singular Value Decomposition (HOSVD...
最適化:Optimization
Overview of cross-entropy and related algorithms and implementation examples
Overview of cross-entropy
Cross Entropy is a concept commonly used in information theory and machine learning ...
Overview of the Multi-armed Bandit Problem and Examples of Applicable Algorithms and Implementations
Overview of Multi-armed Bandit Problem
The Multi-Armed Bandit Problem is a type of decision-making problem ...
Overview of Alternating Least Squares (ALS) and related algorithms and implementation examples
Alternating Least Squares (ALS) Overview
Alternating Least Squares (ALS) is a method of solving optimization p...
Overview of Tensor Power Method, Algorithm and Example Implementation
Overview of Tensor Power Method
The Tensor Power Method is a type of iterative method for solving tensor singu...
Overview of PARAFAC2 (Parallel Factor 2) Decomposition, Algorithm and Implementation Example
PARAFAC2 (Parallel Factor 2) Decomposition Overview
PARAFAC2 (Parallel Factor 2) decomposition is a method of ...
Overview of Mode-based Tensor Decomposition, Algorithm and Implementation Examples
Overview of Mode-based Tensor Decomposition
Mode-based tensor decomposition is a method of decomposing a multi...
Overview of Tucker decomposition and examples of algorithms and implementations
Overview of Tucker Decomposition
Tucker decomposition is a decomposition method for multidimensional data and ...
Overview of Non-Negative Tensor Factorization (NTF), its algorithm and examples of implementation
Non-Negative Tensor Factorization (NTF) Overview
Non-Negative Tensor Factorization (NTF) is a method for obtai...
Overview of CP (CANDECOMP/PARAFAC) Decomposition, Algorithm and Example Implementation
CP (CANDECOMP/PARAFAC) Decomposition Overview
CP decomposition (CANDECOMP/PARAFAC) is a type of tensor decompo...