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most citedChallenges and Opportunities in Quantum Optimization

181 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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stat.ML2020★ 16 cited

GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions

Zebin Yang, Aijun Zhang, Agus Sudjianto

The lack of interpretability is an inevitable problem when using neural network models in real applications. In this paper, an explainable neural network based on generalized addit…

stat.ML2019★ 8 cited

Enhancing Explainability of Neural Networks through Architecture Constraints

Zebin Yang, Aijun Zhang, Agus Sudjianto

Prediction accuracy and model explainability are the two most important objectives when developing machine learning algorithms to solve real-world problems. The neural networks are…