Abstract Systems and methods for implementing an application programming interface (API)
that controls operations of a machine learning tuning service for tuning a machine learning …

A system and method for tuning hyperparameters and training a model includes
implementing a hyperparameter tuning service that tunes hyperparameters of a model that …

This application relates to apparatus and methods for optimizing hyperparameters for
machine learning models. In some examples, a computing device configures a machine …

US20220100531A1 - Hyperparameter tuning method, program trial system, and computer
program - Google Patents US20220100531A1 - Hyperparameter tuning method, program …

(57) ABSTRACT A method and an electronic device for selecting deep neural network
hyperparameters are provided. In an embodiment of the method, a plurality of testing …

The application source code generally does not have any uniformity, defined executional
sequence or documented information on the underlying complexity. It varies based on the …

Disclosed examples include after a first tuning of hyperparameters in a hyperparameter
space, selecting first hyperparameter values for respective ones of the hyperparameters; …

Abstract Systems and methods for implementing an application programming interface (API)
that controls operations of a machine learning tuning service for tuning a machine learning …

To provide an information processing device capable of more efficiently searching for
parameters. An optimization portion selects a search area, namely, any of the multiple …

2019-03-28 Assigned to INTERNATIONAL BUSINESS MACHINES CORPORATION
reassignment INTERNATIONAL BUSINESS MACHINES CORPORATION ASSIGNMENT OF …