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 | 12 | 2023 |
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 | 7 | 2023 |
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 | 7 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2023 |
Sliced Information Plane for Analysis of Deep Neural Networks S Wongso, R Ghosh, M Motani | | |