Parpas, Panos

1. Parameter Estimation for the McKean-Vlasov Stochastic Differential Equation
   2021/06/25 by Sharrock, Louis, Kantas, Nikolas, Parpas, Panos +1 · 2 citations
   #60F05 #60F25 #60H10 #62F12 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Probability (math.PR) #Statistics Theory (math.ST)
2. Simba: A Scalable Bilevel Preconditioned Gradient Method for Fast Evasion of Flat Areas and Saddle Points
   2023/09/11 by Nick Tsipinakis, Tsipinakis, Nick, Panos Parpas +1 · 2 citations
   Computer Science · Engineering · Materials Science · #FOS: Mathematics #Graphene research and applications #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Data-driven initialization of deep learning solvers for Hamilton-Jacobi-Bellman PDEs
   2022/07/19 by Anastasia Borovykh, Borovykh, Anastasia, Dante Kalise +5 · 1 citation
   Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
4. Newton-type Multilevel Optimization Method
   2019/11/26 by Ho, Chin Pang, Kocvara, Michal, Parpas, Panos · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)
5. Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach
   2024/08/12 by Daniel Lengyel, Panos Parpas, Lengyel, Daniel +5 · 3 citations
   Computer Science · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)
6. A Multilevel Method for Self-Concordant Minimization
   2021/06/25 by Nick Tsipinakis, Tsipinakis, Nick, Panos Parpas +1 · 2 citations
   Computer Science · #Topic Modeling