 Generative Modeling of Regular and Irregular Time Series Data via
Koopman VAEsInternational Conference on Learning Representations (ICLR), 2023 |
 Gated Recurrent Neural Networks with Weighted Time-Delay FeedbackInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 An Operator Theoretic Approach for Analyzing Sequence Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 |
 Forecasting Sequential Data using Consistent Koopman AutoencodersInternational Conference on Machine Learning (ICML), 2020 |