First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences
Latest Publications

TOTAL DOCUMENTS

8

(FIVE YEARS 8)

H-INDEX

0

(FIVE YEARS 0)

Published By Springer International Publishing

9783030395674, 9783030395681

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Operator Sliding and Decentralized Optimization

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_8 ◽

2020 ◽

pp. 483-566

Author(s):

Guanghui Lan

Keyword(s):

Decentralized Optimization

Download Full-text

Projection-Free Methods

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_7 ◽

2020 ◽

pp. 421-482

Author(s):

Guanghui Lan

Download Full-text

Nonconvex Optimization

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_6 ◽

2020 ◽

pp. 305-420

Author(s):

Guanghui Lan

Keyword(s):

Nonconvex Optimization

Download Full-text

Convex Finite-Sum and Distributed Optimization

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_5 ◽

2020 ◽

pp. 221-303

Author(s):

Guanghui Lan

Keyword(s):

Distributed Optimization ◽

Download Full-text

Convex Optimization Theory

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_2 ◽

2020 ◽

pp. 21-51

Author(s):

Guanghui Lan

Keyword(s):

Convex Optimization ◽

Optimization Theory

Download Full-text

Stochastic Convex Optimization

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_4 ◽

2020 ◽

pp. 113-220

Author(s):

Guanghui Lan

Keyword(s):

Convex Optimization

Download Full-text

Deterministic Convex Optimization

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_3 ◽

2020 ◽

pp. 53-111

Author(s):

Guanghui Lan

Keyword(s):

Convex Optimization

Download Full-text

Machine Learning Models

First-order and Stochastic Optimization Methods for Machine Learning - Springer Series in the Data Sciences ◽

10.1007/978-3-030-39568-1_1 ◽

2020 ◽

pp. 1-20

Author(s):

Guanghui Lan

Keyword(s):

Machine Learning ◽

Learning Models ◽

Machine Learning Models

Download Full-text