Work

Distributed Function Minimization in Apache Spark

Year: 2019

Type: preprint

Abstract: We report on an open-source implementation for distributed function minimization on top of Apache Spark by using gradient and quasi-Newton methods. We show-case it with an application to Optimal Transport and some scalability tests on classification and regression problems.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.1909.07922

Author: Schioppa, Andrea

Language: English

Topic: Stochastic Gradient Optimization Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2974172136

Cites: 10

Cited by:

Related to: 8