Understanding Deep Neural Networks Using Sliced Mutual Information. - Shelvia Wongso; Rohan Ghosh; Mehul Motani (ISIT, 2022)

Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks. - Shelvia Wongso; Rohan Ghosh; Mehul Motani (AISTATS, 2023)

Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and Adaptability. - Kei Sen Fong; Shelvia Wongso; Mehul Motani (GECCO Companion, 2023)

Rethinking Symbolic Regression: Morphology and Adaptability in the Context of Evolutionary Algorithms. - Kei Sen Fong; Shelvia Wongso; Mehul Motani (ICLR, 2023)

Pointwise Sliced Mutual Information for Neural Network Explainability. - Shelvia Wongso; Rohan Ghosh; Mehul Motani (ISIT, 2023)