Adrian S. Lewis
- Error bounds, quadratic growth, and linear convergence of proximal\n methods
2016/02/22 by Dmitriy Drusvyatskiy, Drusvyatskiy, Dmitriy, Adrian S. Lewis +1 · 16 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
- Nonsmooth optimization using Taylor-like models: error bounds,\n convergence, and termination criteria
2016/10/11 by Dmitriy Drusvyatskiy, A. D. Ioffe, Drusvyatskiy, Dmitriy +3 · 4 citations
Mathematics · Computer Science · Engineering · #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
- Partial smoothness and constant rank
2018/07/09 by Adrian S. Lewis, Jingwei Liang, Lewis, Adrian S. +1 · 2 citations
Computer Science · Mathematics · #49M05 #65K10 #90C31 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Optimization and Variational Analysis
- The Lax conjecture is true
2003/04/30 by Adrian S. Lewis, A. Lewis, Pablo A. Parrilo +3 · 1 citation
Computer Science · Mathematics · #Mathematical functions and polynomials #Mathematics and Applications #Matrix Theory and Algorithms #math.OC #msc:15A45 #msc:52A41 #msc:90C25
- Optimality, identifiability, and sensitivity
2012/07/27 by Dmitriy Drusvyatskiy, Adrian S. Lewis, Drusvyatskiy, Dmitriy +1 · 1 citation
Computer Science · Engineering · Mathematics · #49J52 #49J53 #49Q12 #90C30 #90C31 #90C46 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Topology Optimization in Engineering
- Generic minimizing behavior in semi-algebraic optimization
2015/04/29 by Dmitriy Drusvyatskiy, Drusvyatskiy, D., A. D. Ioffe +3 · 1 citation
Computer Science · Mathematics · #14P10 #32B20 #49K40 #90C31 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Polynomial and algebraic computation
- Gradient Sampling Methods for Nonsmooth Optimization
2018/04/29 by James V. Burke, Frank E. Curtis, Burke, James V. +7 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- A simple Newton method for local nonsmooth optimization
2019/07/26 by Adrian S. Lewis, Lewis, Adrian, Calvin J. S. Wylie +1 · 1 citation
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
- Horoballs and the subgradient method
2024/03/23 by Adrian S. Lewis, Genaro López-Acedo, Lewis, Adrian S. +3 · 2 citations
Social Sciences · #Psychology of Social Influence
- The structure of conservative gradient fields
2021/01/03 by Adrian S. Lewis, Lewis, Adrian, Tonghua Tian +1 · 1 citation
Computer Science · Engineering · #14P10 #49J53 #65K10 #68T07 #90C56 #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #I.2.6 #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Topological and Geometric Data Analysis
- Lipschitz minimization and the Goldstein modulus
2024/05/21 by Siyu Kong, Kong, Siyu, Adrian S. Lewis +1 · 1 citation
Computer Science · Mathematics · #49J52 #65Y20 #90C56 #Approximation Theory and Sequence Spaces #FOS: Mathematics #G.1.6 #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Point processes and geometric inequalities