アルゴリズム:Algorithms Various methods of machine learning that can be explained and examples of implementations
Explainable Machine Learning
Explainable Machine Learning (EML) refers to methods and approaches that explai...
スモールデータ
アルゴリズム:Algorithms スモールデータ Machine learning approaches with small data and various implementation examples
Machine Learning with Small Data
As described in "Challenges in Achieving 100% Reproducibility for Ri...
アルゴリズム:Algorithms Protected: Definition and Examples of Sparse Machine Learning with Atomic Norm
Definitions and examples in sparse machine learning with atomic norm used in digital transformation, artificial intelligence, and machine learning tasks nuclear norm of tensors, nuclear norm, higher-order tensor, trace norm, K-order tensor, atom set, dirty model, dirty model, multitask learning, unconstrained optimization problem, robust principal component analysis, L1 norm, group L1 norm, L1 error term, robust statistics, Frobenius norm, outlier estimation, group regularization with overlap, sum of atom sets, element-wise sparsity of vectors, groupwise sparsity of group-wise sparsity, matrix low-rankness
Symbolic Logic Small data learning, fusion of logic and machine learning, local/population learning
Small data learning, fusion of logic and machine learning, local/population learning
Machine learning tec...