Interactive Personalization of Classifiers for Explainability using Multi-Objective Bayesian Optimization-Reference-Cited by-同舟云学术

Interactive Personalization of Classifiers for Explainability using Multi-Objective Bayesian Optimization

Published:2023-06-18 Issue: Volume: Page:
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Container-title:Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization
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Author:

Chandramouli Suyog¹^ORCID,Zhu Yifan²^ORCID,Oulasvirta Antti¹^ORCID

Affiliation:

1. Department of Information and Communications Engineering, Aalto University, Finland

2. Department of Information and Communications Engineering, Aalto University, Finland and Department of Computer Science, Aalto University, Finland

Funder

Academy of Finland

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3565472.3592956

Reference50 articles.

1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org.

2. Amina Adadi and Mohammed Berrada . 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI) . IEEE access 6 ( 2018 ), 52138–52160. Amina Adadi and Mohammed Berrada. 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE access 6 (2018), 52138–52160.

3. MenuOptimizer

4. Maximilian Balandat Brian Karrer Daniel R. Jiang Samuel Daulton Benjamin Letham Andrew Gordon Wilson and Eytan Bakshy. 2020. BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization. In Advances in Neural Information Processing Systems 33. http://arxiv.org/abs/1910.06403 Maximilian Balandat Brian Karrer Daniel R. Jiang Samuel Daulton Benjamin Letham Andrew Gordon Wilson and Eytan Bakshy. 2020. BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization. In Advances in Neural Information Processing Systems 33. http://arxiv.org/abs/1910.06403