Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach

Yu Wang, Yuxuan Yin, Karthik Somayaji N. S., Ján Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu 0001, Peng Li 0001. Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 15698-15705, AAAI Press, 2024. [doi]

Authors

Yu Wang

This author has not been identified. It may be one of the following persons: Look up 'Yu Wang' in Google

Yuxuan Yin

This author has not been identified. Look up 'Yuxuan Yin' in Google

Karthik Somayaji N. S.

This author has not been identified. Look up 'Karthik Somayaji N. S.' in Google

Ján Drgona

This author has not been identified. Look up 'Ján Drgona' in Google

Malachi Schram

This author has not been identified. Look up 'Malachi Schram' in Google

Mahantesh Halappanavar

This author has not been identified. Look up 'Mahantesh Halappanavar' in Google

Frank Liu 0001

This author has not been identified. Look up 'Frank Liu 0001' in Google

Peng Li 0001

This author has not been identified. Look up 'Peng Li 0001' in Google