python Overview of Block K-FAC and Examples of Algorithms and Implementations
Overview of Block K-FAC
Block K-FAC (Block Kronecker-factored Approximate Curvature) is a kind of curve ch...
最適化:Optimization
python アルゴリズム:Algorithms Overview of the Frank-Wolff method and examples of its application and implementation.
Overview of the Frank Wolff method
The Frank-Wolfe method is a numerical algorithm for solving non-linear optim...
python Overview of the Fisher Information Matrix and Related Algorithms and Examples of Implementations
Overview of Fisher Information Matrix
The Fisher information matrix, a concept used in statistics and informati...
アルゴリズム:Algorithms Overview of the Frobenius norm and examples of algorithms and implementations
Overview of the Frobenius norm.
The Frobenius norm is a type of matrix norm and will be defined as the...
python Overview of Kronecker-factored Approximate Curvature (K-FAC) matrix and related algorithms and implementation examples
Overview of Kronecker-factored Approximate Curvature（K-FAC）
Kronecker-factored Approximate Curvature (K-FAC) is...
python Overview of the trace norm and related algorithms and implementation examples
Trace norm overview
The trace norm (or nuclear norm) is a type of matrix norm, which can be defined as...
python Overview of Bayesian Neural Networks and Examples of Algorithms and Implementations
Bayesian Neural Networks
Bayesian neural networks (BNNs) are architectures that integrate probabilistic el...
python Overview of TTM (Tensor-Train Matrix) and examples of algorithms and implementations.
Overview of TTM (Tensor-Train Matrix)
Tensor-Train Matrix (TTM) is a unique representation form of tensor, an ...
python Overview of HOOI (High-Order Orthogonal Iteration) and examples of algorithms and implementations.
Overview of HOOI (High-Order Orthogonal Iteration)
High-Order Orthogonal Iteration (HOOI) can be one of the me...
python Overview of Alternating Least Squares for Matrix Factorisation (ALS-MF) and examples of algorithms and implementations.
Overview of Alternating Least Squares for Matrix Factorization (ALS-MF)
Alternating Least Squares for Matrix F...