Criscitiello, Christopher
- An accelerated first-order method for non-convex optimization on manifolds
2020/08/05 by Christopher Criscitiello, Nicolas Boumal, Criscitiello, Christopher +1 · 5 citations
Computer Science · Mathematics · #Differential Geometry (math.DG) #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
- Synchronization on circles and spheres with nonlinear interactions
2024/05/28 by Criscitiello, Christopher, Rebjock, Quentin, McRae, Andrew D. +1 · 7 citations
#Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Horospherically Convex Optimization on Hadamard Manifolds Part I: Analysis and Algorithms
2025/05/22 by Christopher Criscitiello, Criscitiello, Christopher, Jungbin Kim +1 · 3 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Differential Geometry (math.DG) #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques