Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models

Benjamin Walker 0001, Lingyi Yang, Nicola Muca Cirone, Cristopher Salvi, Terry J. Lyons. Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models. In Danielle Belgrave, Cheng Zhang 0005, Laura N. Montoya, Hsuan-Tien Lin, Razvan Pascanu, Piotr Koniusz, Marzyeh Ghassemi, Nancy Chen, Iván Vladimir Meza Ruíz, Arturo Loaiza-Bonilla, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025. 2025. [doi]

Authors

Benjamin Walker 0001

This author has not been identified. Look up 'Benjamin Walker 0001' in Google

Lingyi Yang

This author has not been identified. Look up 'Lingyi Yang' in Google

Nicola Muca Cirone

This author has not been identified. Look up 'Nicola Muca Cirone' in Google

Cristopher Salvi

This author has not been identified. Look up 'Cristopher Salvi' in Google

Terry J. Lyons

This author has not been identified. Look up 'Terry J. Lyons' in Google