Foster, James
- Neural Controlled Differential Equations for Irregular Time Series
2020/05/18 by Patrick Kidger, Kidger, Patrick, James Morrill +5 · 84 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
- Neural SDEs as Infinite-Dimensional GANs
2021/02/06 by Patrick Kidger, Kidger, Patrick, James Foster +7 · 29 citations
Economics, Econometrics and Finance · Environmental Science · Physics and Astronomy · #FOS: Computer and information sciences #Hydrology and Drought Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Stochastic processes and financial applications
- Neural Rough Differential Equations for Long Time Series
2020/09/17 by James Morrill, Morrill, James, Cristopher Salvi +7 · 29 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Time Series Analysis and Forecasting
- Efficient and Accurate Gradients for Neural SDEs
2021/05/27 by Patrick Kidger, Kidger, Patrick, James Foster +5 · 13 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
- Reversible Deep Equilibrium Models
2025/09/16 by Sam McCallum, McCallum, Sam, Kamran Arora +3 · 1 voice · 3 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Efficient, Accurate and Stable Gradients for Neural ODEs
2024/10/15 by McCallum, Sam, Foster, James · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Physically Consistent Online Inertial Adaptation for Humanoid Loco-manipulation
2024/05/13 by James E. Foster, Stephen McCrory, Foster, James +7 · 2 citations
Engineering · #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO) #Robotics and Automated Systems
- On the convergence of adaptive approximations for stochastic differential equations
2023/11/23 by James Foster, Foster, James, Jelinčič, Andraž · 1 citation
Economics, Econometrics and Finance · Mathematics · Social Sciences · #FOS: Mathematics #Insurance, Mortality, Demography, Risk Management #Numerical Analysis (math.NA) #Probability (math.PR) #Statistical Methods and Inference #Stochastic processes and financial applications
- Generative Modelling of Lévy Area for High Order SDE Simulation
2023/08/04 by Andraž Jelinčič, Jelinčič, Andraž, Jiajie Tao +9 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Engineering · #65C30 #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Probability (math.PR) #Stochastic processes and financial applications #Stock Market Forecasting Methods
- Spectral evolution of the narrow emission line components in optical during the 2022 nova eruption of U Scorpii
2025/03/26 by Katsuki Muraoka, Naoto Kojiguchi, Muraoka, Katsuki +43 · 2 citations
Engineering · Physics and Astronomy · #85-11 #Astrophysical Phenomena and Observations #Atomic and Molecular Physics #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Particle Accelerators and Free-Electron Lasers #Solar and Stellar Astrophysics (astro-ph.SR)