Fermanian, Adeline

1. Embedding and learning with signatures
   2019/11/29 by Adeline Fermanian, Fermanian, Adeline · 8 citations
   Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Time Series Analysis and Forecasting
2. Functional linear regression with truncated signatures
   2020/06/15 by Fermanian, Adeline · 7 citations
   #60L10 (Secondary) #62R10 (Primary) #FOS: Computer and information sciences #Methodology (stat.ME)
3. Dynamical Survival Analysis with Controlled Latent States
   2024/01/30 by Bleistein, Linus, Nguyen, Van-Tuan, Fermanian, Adeline +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. New directions in the applications of rough path theory
   2023/02/09 by Adeline Fermanian, Terry Lyons, Fermanian, Adeline +5 · 4 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Music and Audio Processing
5. Framing RNN as a kernel method: A neural ODE approach
   2021/06/02 by Adeline Fermanian, Pierre Marion, Fermanian, Adeline +5 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
6. Scaling ResNets in the Large-depth Regime
   2022/06/14 by Marion, Pierre, Fermanian, Adeline, Biau, Gérard +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Learning the Dynamics of Sparsely Observed Interacting Systems
   2023/01/27 by Bleistein, Linus, Fermanian, Adeline, Jannot, Anne-Sophie +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. The insertion method to invert the signature of a path
   2023/04/04 by Fermanian, Adeline, Chang, Jiawei, Lyons, Terry +1 · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)