Hinder, Oliver
- Lower Bounds for Finding Stationary Points I
2017/10/31 by Carmon, Yair, Duchi, John C., Hinder, Oliver +1 · 21 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient
2021/06/08 by David Applegate, Mateo Díaz, Applegate, David +11 · 23 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- "Convex Until Proven Guilty": Dimension-Free Acceleration of Gradient\n Descent on Non-Convex Functions
2017/05/08 by Yair Carmon, Carmon, Yair, Oliver Hinder +5 · 15 citations
Medicine · Engineering · #Bone and Joint Diseases #Sparse and Compressive Sensing Techniques #Glioma Diagnosis and Treatment
- DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule
2023/02/08 by Maor Ivgi, Oliver Hinder, Ivgi, Maor +3 · 17 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Lower Bounds for Finding Stationary Points II: First-Order Methods
2017/11/02 by Carmon, Yair, Duchi, John C., Hinder, Oliver +1 · 9 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond
2019/06/27 by Oliver Hinder, Hinder, Oliver, Aaron Sidford +3 · 7 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Making SGD Parameter-Free
2022/05/04 by Yair Carmon, Carmon, Yair, Oliver Hinder +1 · 7 citations
Computer Science · Decision Sciences · Engineering · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Sparse and Compressive Sensing Techniques
- PDLP: A Practical First-Order Method for Large-Scale Linear Programming
2025/01/13 by David Applegate, Mateo Díaz, Applegate, David +11 · 1 voice · 8 citations
#math.OC
- Worst-case iteration bounds for log barrier methods on problems with nonconvex constraints
2018/07/01 by Oliver Hinder, Hinder, Oliver, Yinyu Ye +1 · 3 citations
Mathematics · Engineering · Computer Science · #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Accelerated Parameter-Free Stochastic Optimization
2024/03/31 by Itai Kreisler, Maor Ivgi, Kreisler, Itai +5 · 5 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC)
- The Price of Adaptivity in Stochastic Convex Optimization
2024/02/16 by Carmon, Yair, Hinder, Oliver · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Accelerated Methods for Non-Convex Optimization
2016/11/02 by Yair Carmon, John C. Duchi, Carmon, Yair +5 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
2023/10/29 by Kim, Jungtaek, Li, Mingxuan, Hinder, Oliver +1 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optics (physics.optics)
- A consistently adaptive trust-region method
2024/08/03 by Fadi Hamad, Hamad, Fadi, Oliver Hinder +1 · 1 citation
Computer Science · #Cryptography and Data Security #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
- A simple and practical adaptive trust-region method
2024/12/03 by Fadi Hamad, Hamad, Fadi, Oliver Hinder +1 · 1 citation
Computer Science · #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Search Problems