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Shelvia Wongso
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Using sliced mutual information to study memorization and generalization in deep neural networks
S Wongso, R Ghosh, M Motani
International Conference on Artificial Intelligence and Statistics, 11608-11629, 2023
122023
Rethinking symbolic regression: Morphology and adaptability in the context of evolutionary algorithms
KS Fong, S Wongso, M Motani
The Eleventh International Conference on Learning Representations, 2023
72023
Understanding deep neural networks using sliced mutual information
S Wongso, R Ghosh, M Motani
2022 IEEE International Symposium on Information Theory (ISIT), 133-138, 2022
72022
Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and Adaptability
KS Fong, S Wongso, M Motani
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
12023
Pointwise Sliced Mutual Information for Neural Network Explainability
S Wongso, R Ghosh, M Motani
2023 IEEE International Symposium on Information Theory (ISIT), 1776-1781, 2023
12023
Sliced Information Plane for Analysis of Deep Neural Networks
S Wongso, R Ghosh, M Motani
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