Nicola Muca Cirone

11 papers A* 2Journal 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations. CoRR Sajad Movahedi, Felix Sarnthein, Nicola Muca Cirone, Antonio Orvieto
2025	J	`jnl`	Kernel Learning for Mean-Variance Trading Strategies. CoRR Owen Futter, Nicola Muca Cirone, Blanka Horvath
2025	J	`jnl`	ParallelFlow: Parallelizing Linear Transformers via Flow Discretization. CoRR Nicola Muca Cirone, Cristopher Salvi
2025	J	`jnl`	Rough kernel hedging. CoRR Nicola Muca Cirone, Cristopher Salvi
2025	J	`jnl`	Signature Reconstruction from Randomized Signatures. CoRR Mie Glückstad, Nicola Muca Cirone, Josef Teichmann
2025	J	`jnl`	Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models. CoRR Benjamin Walker, Lingyi Yang, Nicola Muca Cirone, Cristopher Salvi, Terry J. Lyons
2024	J	`jnl`	Graph Expansions of Deep Neural Networks and their Universal Scaling Limits. CoRR Nicola Muca Cirone, Jad Hamdan, Cristopher Salvi
2024	A*	`conf`	Theoretical Foundations of Deep Selective State-Space Models. NeurIPS Nicola Muca Cirone, Antonio Orvieto, Benjamin Walker, Cristopher Salvi, Terry J. Lyons
2024	J	`jnl`	Theoretical Foundations of Deep Selective State-Space Models. CoRR Nicola Muca Cirone, Antonio Orvieto, Benjamin Walker, Cristopher Salvi, Terry J. Lyons
2023	A*	`conf`	Neural signature kernels as infinite-width-depth-limits of controlled ResNets. ICML Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi
2023	J	`jnl`	Neural signature kernels as infinite-width-depth-limits of controlled ResNets. CoRR Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi