Lewis, Adrian S.
- Error bounds, quadratic growth, and linear convergence of proximal\n methods
2016/02/22 by Dmitriy Drusvyatskiy, Adrian S. Lewis, Drusvyatskiy, Dmitriy +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
- Tilt stability, uniform quadratic growth, and strong metric regularity of the subdifferential
2012/04/25 by Drusvyatskiy, Dmitriy, Lewis, Adrian S. · 3 citations
#49J52 #49J53 #54C60 #65K10 #90C30 #90C31 #FOS: Mathematics #Optimization and Control (math.OC)
- 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
- Active-set Newton methods and partial smoothness
2019/02/02 by Lewis, Adrian S., Wylie, Calvin · 2 citations
#49M05 #65K10 #90C31 #FOS: Mathematics #Optimization and Control (math.OC)
- 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
- Basic convex analysis in metric spaces with bounded curvature
2023/02/07 by Lewis, Adrian S., López-Acedo, Genaro, Nicolae, Adriana · 2 citations
#FOS: Mathematics #Metric Geometry (math.MG) #Optimization and Control (math.OC)
- Orthogonal Invariance and Identifiability
2013/04/03 by Daniilidis, Aris, Drusvyatskiy, Dmitriy, Lewis, Adrian S. · 1 citation
#05A05 #15A18 #15A23 #53B25 #FOS: Mathematics #Optimization and Control (math.OC)
- Gradient Sampling Methods for Nonsmooth Optimization
2018/04/29 by James V. Burke, Burke, James V., Frank E. Curtis +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
- 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
- Lipschitz minimization and the Goldstein modulus
2024/05/21 by Siyu Kong, Adrian S. Lewis, Kong, Siyu +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