Bouziani, Nacime

1. Optimal Order Simple Regret for Gaussian Process Bandits
   2021/08/20 by Sattar Vakili, Nacime Bouziani, Vakili, Sattar +7 · 7 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms
2. Differentiable programming across the PDE and Machine Learning barrier
   2024/09/09 by Nacime Bouziani, Bouziani, Nacime, David A. Ham +2 · 2 citations
   Computer Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
3. Physics-driven machine learning models coupling PyTorch and Firedrake
   2023/03/13 by Nacime Bouziani, David A. Ham, Bouziani, Nacime +1 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Model Reduction and Neural Networks #Modeling and Simulation Systems #Numerical Analysis (math.NA)
4. Structure-Preserving Operator Learning
   2024/10/01 by Bouziani, Nacime, Boullé, Nicolas · 1 citation
   #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #and Science (cs.CE)