Nicola Muca Cirone

According to our database, Nicola Muca Cirone authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Kernel Learning for Mean-Variance Trading Strategies.

Owen Futter, Nicola Muca Cirone, Blanka Horvath

CoRR, July, 2025

ParallelFlow: Parallelizing Linear Transformers via Flow Discretization.

Nicola Muca Cirone, Cristopher Salvi

CoRR, April, 2025

Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations.

Sajad Movahedi, Felix Sarnthein, Nicola Muca Cirone, Antonio Orvieto

CoRR, March, 2025

Signature Reconstruction from Randomized Signatures.

Mie Glückstad, Nicola Muca Cirone, Josef Teichmann

CoRR, February, 2025

Rough kernel hedging.

Nicola Muca Cirone, Cristopher Salvi

CoRR, January, 2025

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

Benjamin Walker, Lingyi Yang, Nicola Muca Cirone, Cristopher Salvi, Terry J. Lyons

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Graph Expansions of Deep Neural Networks and their Universal Scaling Limits.

Nicola Muca Cirone, Jad Hamdan, Cristopher Salvi

CoRR, 2024

Theoretical Foundations of Deep Selective State-Space Models.

Nicola Muca Cirone, Antonio Orvieto, Benjamin Walker, Cristopher Salvi, Terry J. Lyons

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Neural signature kernels as infinite-width-depth-limits of controlled ResNets.

Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi

Proceedings of the International Conference on Machine Learning, 2023