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2023 IEEE/ACM 45th International Conference on Software Engineering: Companion Proceedings (ICSECompanion)Estonian Toolkit: Building Software with Safe and Fair Machine Learning Austin Hoagies E.

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What is seldonian toolkit building software?

Seldonian toolkit building software is a framework designed to assist in the development and validation of algorithms that ensure certain safety and ethical considerations are met in machine learning models.

Who is required to file seldonian toolkit building software?

Organizations and developers who utilize machine learning models and wish to demonstrate compliance with ethical guidelines and safety protocols are required to file the seldonian toolkit building software.

How to fill out seldonian toolkit building software?

To fill out the seldonian toolkit building software, users must provide detailed descriptions of their machine learning algorithms, specify the safety constraints and ethical guidelines addressed, and include relevant data sets used during the development.

What is the purpose of seldonian toolkit building software?

The purpose of the seldonian toolkit building software is to ensure that machine learning models are developed responsibly, adhering to predetermined ethical standards and safety measures.

What information must be reported on seldonian toolkit building software?

Users must report information including algorithm descriptions, safety constraints, ethical compliance measures, development processes, and data sets utilized.

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