Cirone, Nicola Muca

1. Theoretical Foundations of Deep Selective State-Space Models
   2024/02/29 by Nicola Muca Cirone, Antonio Orvieto, Cirone, Nicola Muca +7 · 2 voices · 14 citations
   Decision Sciences · #Complex Systems and Decision Making #cs.LG #math.DS
2. Neural signature kernels as infinite-width-depth-limits of controlled ResNets
   2023/03/30 by Cirone, Nicola Muca, Lemercier, Maud, Salvi, Cristopher · 6 citations
   #60L10 #60L90 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)
3. Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models
   2025/05/23 by Walker, Benjamin, Yang, Lingyi, Cirone, Nicola Muca +2 · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Rough kernel hedging
   2025/01/16 by Nicola Muca Cirone, Cristopher Salvi, Cirone, Nicola Muca +1 · 3 citations
   Computer Science · #Artificial Intelligence in Games
5. Fixed-Point RNNs: Interpolating from Diagonal to Dense
   2025/03/13 by Movahedi, Sajad, Sarnthein, Felix, Cirone, Nicola Muca +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. ParallelFlow: Parallelizing Linear Transformers via Flow Discretization
   2025/04/01 by Nicola Muca Cirone, Cirone, Nicola Muca, Cristopher Salvi +1 · 3 citations
   Computer Science · Physics and Astronomy · #Dynamical Systems (math.DS) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks