Andreas Themelis

1. Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient
   2023/01/11 by Puya Latafat, Andreas Themelis, Latafat, Puya +5 · 14 citations
   Computer Science · Engineering · #65K05 #90C06 #90C25 #90C30 #90C47 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
2. Adaptive proximal gradient methods are universal without approximation
   2024/02/09 by Konstantinos A. Oikonomidis, Emanuel Laude, Oikonomidis, Konstantinos A. +7 · 5 citations
   Engineering · Mathematics · #65K05 #90C06 #90C25 #90C30 #90C47 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Radiative Heat Transfer Studies #Statistical and numerical algorithms
3. On the convergence of proximal gradient methods for convex simple bilevel optimization
   2023/05/05 by Puya Latafat, Latafat, Puya, Andreas Themelis +5 · 1 citation
   Computer Science · Engineering · #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques #Asphalt Pavement Performance Evaluation