Statistical Machine Learning
Latest Publications

TOTAL DOCUMENTS

16

(FIVE YEARS 16)

H-INDEX

0

(FIVE YEARS 0)

Published By Chapman And Hall/CRC

9781351051507

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Stochastic Sequences

Statistical Machine Learning ◽

10.1201/9781351051507-9 ◽

2020 ◽

pp. 243-262

Author(s):

Richard M. Golden

Download Full-text

Adaptive Learning Algorithm Convergence

Statistical Machine Learning ◽

10.1201/9781351051507-12 ◽

2020 ◽

pp. 325-358

Author(s):

Richard M. Golden

Keyword(s):

Adaptive Learning ◽

Learning Algorithm ◽

Algorithm Convergence

Download Full-text

Matrix Calculus for Machine Learning

Statistical Machine Learning ◽

10.1201/9781351051507-5 ◽

2020 ◽

pp. 119-168

Author(s):

Richard M. Golden

Keyword(s):

Machine Learning ◽

Matrix Calculus

Download Full-text

Formal Machine Learning Algorithms

Statistical Machine Learning ◽

10.1201/9781351051507-3 ◽

2020 ◽

pp. 83-96

Author(s):

Richard M. Golden

Keyword(s):

Machine Learning ◽

Learning Algorithms ◽

Machine Learning Algorithms

Download Full-text

Model Selection and Evaluation

Statistical Machine Learning ◽

10.1201/9781351051507-16 ◽

2020 ◽

pp. 447-471

Author(s):

Richard M. Golden

Keyword(s):

Model Selection

Download Full-text

Probability Models of Data Generation

Statistical Machine Learning ◽

10.1201/9781351051507-10 ◽

2020 ◽

pp. 263-297

Author(s):

Richard M. Golden

Keyword(s):

Data Generation ◽

Probability Models

Download Full-text

Random Vectors and Random Functions

Statistical Machine Learning ◽

10.1201/9781351051507-8 ◽

2020 ◽

pp. 213-241

Author(s):

Richard M. Golden

Keyword(s):

Random Vectors ◽

Random Functions

Download Full-text

Simulation Methods for Evaluating Generalization

Statistical Machine Learning ◽

10.1201/9781351051507-14 ◽

2020 ◽

pp. 399-415

Author(s):

Richard M. Golden

Keyword(s):

Simulation Methods

Download Full-text

Statistical Learning Objective Function Design

Statistical Machine Learning ◽

10.1201/9781351051507-13 ◽

2020 ◽

pp. 361-398

Author(s):

Richard M. Golden

Keyword(s):

Objective Function ◽

Statistical Learning ◽

Learning Objective ◽

Function Design

Download Full-text

Batch Learning Algorithm Convergence

Statistical Machine Learning ◽

10.1201/9781351051507-7 ◽

2020 ◽

pp. 187-210

Author(s):

Richard M. Golden

Keyword(s):

Learning Algorithm ◽

Algorithm Convergence ◽

Download Full-text