A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations-Reference-Cited by-同舟云学术

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A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations

Published:2023-11-06 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI)
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Author:

Duell Jamie¹,Seisenberger Monika¹,Zhong Tianlong²,Fu Hsuan³,Fan Xiuyi⁴

Affiliation:

1. Swansea University,School of Mathematics and Computer Science

2. Nanyang Technological University,Energy Research Institute, Interdisciplinary Graduate Programme

3. Université Laval,Department of Finance, Insurance and Real Estate

4. Nanyang Technological University,Lee Kong Chian School of Medicine

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10356387/10356231/10356434.pdf?arnumber=10356434

Reference17 articles.

1. Axiomatic attribution for deep networks;Sundararajan;ICML,2017

2. A unified approach to interpreting model predictions;Lundberg;NeurIPS,2017

3. The many shapley values for model explanation;Sundararajan;ICML

4. XAI methods for neural time series classification: A brief review;Simic;CoRR,2021

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