A rough path between mathematics and data science
2022 IMS Annual Meeting in Probability and Statistics
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IP16: Rough Path Theory, Signatures and Applications
Session I: Wed 29 June, 10:00-12:30 BST
Chair: Thomas Cass, Imperial College London
| Ilya Chevyrev University of Edinburgh |
Regularity Structures and Machine Learning |
| Adeline Fermanian Sorbonne University |
Framing RNN as a Kernel Method: A Neural ODE Approach |
| Xi Geng University of Melbourne |
Non-degeneracy of Stochastic Line Integrals |
| Maud Lemercier University of Oxford |
Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes |