Puya Latafat
- Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient
2023/01/11 by Puya Latafat, Latafat, Puya, Andreas Themelis +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
- Escaping limit cycles: Global convergence for constrained\n nonconvex-nonconcave minimax problems
2023/02/20 by Thomas Pethick, Pethick, Thomas, Puya Latafat +7 · 5 citations
Computer Science · Mathematics · Engineering · #Optimization and Variational Analysis #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques
- Asymmetric Forward-Backward-Adjoint Splitting for Solving Monotone\n Inclusions Involving Three Operators
2016/02/28 by Puya Latafat, Panagiotis Patrinos, Latafat, Puya +1 · 2 citations
Business, Management and Accounting · Computer Science · Mathematics · #47H05 #65K05 #65K15 #90C25 #Advanced Optimization Algorithms Research #FOS: Mathematics #Facility Location and Emergency Management #Optimization and Control (math.OC) #Optimization and Variational Analysis
- A New Randomized Block-Coordinate Primal-Dual Proximal Algorithm for\n Distributed Optimization
2017/06/09 by Puya Latafat, Nikolaos M. Freris, Latafat, Puya +3 · 2 citations
Computer Science · #47H05 #49M29 #65K05 #90C25 #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Mathematics #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Adaptive proximal gradient methods are universal without approximation
2024/02/09 by Konstantinos A. Oikonomidis, Oikonomidis, Konstantinos A., Emanuel Laude +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
- Convergence of the Chambolle-Pock Algorithm in the Absence of Monotonicity
2023/12/11 by Brecht Evens, Evens, Brecht, Puya Latafat +3 · 2 citations
Computer Science · Mathematics · #Optimization and Variational Analysis #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
- Solving stochastic weak Minty variational inequalities without increasing batch size
2023/02/17 by Thomas Pethick, Pethick, Thomas, Olivier Fercoq +7 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- On the convergence of proximal gradient methods for convex simple bilevel optimization
2023/05/05 by Puya Latafat, Andreas Themelis, Latafat, Puya +5 · 1 citation
Computer Science · Engineering · #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques #Asphalt Pavement Performance Evaluation
- Convergence of the Preconditioned Proximal Point Method and Douglas-Rachford Splitting in the Absence of Monotonicity
2023/05/05 by Brecht Evens, Evens, Brecht, Pieter Pas +5 · 2 citations
Computer Science · Mathematics · #47H04 #49J52 #49J53 #65K05 #65K15 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Optimization and Variational Analysis