Towards Feature-Based Analysis of the Machine Learning Development Lifecycle

Author:

Hu Boyue Caroline1,Chechik Marsha1

Affiliation:

1. University of Toronto, Toronto, Canada

Publisher

ACM

Reference27 articles.

1. Principal component analysis

2. Requirements engineering for artificial intelligence systems: A systematic mapping study

3. Feature Purification: How Adversarial Training Performs Robust Deep Learning

4. Assuring the Machine Learning Lifecycle

5. Markus Borg , Jens Henriksson , Kasper Socha , Olof Lennartsson , Elias Sonnsjö Lönegren , Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, and Mahshid Helali Moghadam. 2022 . Ergo, SMIRK is Safe : A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System . arxiv:2204.07874. Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, and Mahshid Helali Moghadam. 2022. Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System. arxiv:2204.07874.

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