Domènec Ruiz-Balet
- Neural ODE Control for Classification, Approximation, and Transport
2023/08/01 by Domènec Ruiz-Balet, Enrique Zuazua · 12 citations
Physics and Astronomy · Computer Science · Medicine · #Model Reduction and Neural Networks #Neural Networks and Applications #Advanced Neuroimaging Techniques and Applications
- Measure-to-measure interpolation using Transformers
2024/11/07 by Borjan Geshkovski, Philippe Rigollet, Geshkovski, Borjan +3 · 1 voice · 6 citations
#math.OC #cs.LG #stat.ML
- Interpolation and approximation via Momentum ResNets and Neural ODEs
2021/10/17 by Domènec Ruiz-Balet, Elisa Affili, Ruiz-Balet, Domènec +3 · 1 citation
Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Advanced Numerical Analysis Techniques #Adversarial Robustness in Machine Learning
- Constructive approximate transport maps with normalizing flows
2024/12/26 by Antonio Álvarez-López, Álvarez-López, Antonio, Borjan Geshkovski +3 · 1 voice · 2 citations
#math.OC #stat.ML
- The tragedy of the commons: A Mean-Field Game approach to the reversal of travelling waves
2023/03/02 by Ziad Kobeissi, Idriss Mazari-Fouquer†, Kobeissi, Ziad +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · Social Sciences · #35C07 #35K10 #35K57 #35Q89 #49N80 #Analysis of PDEs (math.AP) #Evolution and Genetic Dynamics #Evolutionary Game Theory and Cooperation #FOS: Mathematics #Mathematical and Theoretical Epidemiology and Ecology Models #Optimization and Control (math.OC)