Laurent Lessard
- Enhancing human color vision by breaking binocular redundancy
2017/03/02 by Bradley S. Gundlach, Michel Frising, Gundlach, Bradley S. +15 · 2 voices
Physics and Astronomy · Neuroscience · #Color Science and Applications #Visual perception and processing mechanisms
- Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints
2014/08/15 by Laurent Lessard, Benjamin Recht, Andrew Packard · 1 voice · 13 citations
Mathematics · Engineering · #math.OC #eess.SY #math.NA
- Dissipativity Theory for Nesterov's Accelerated Method
2017/06/14 by Bin Hu, Laurent Lessard, Hu, Bin +1 · 8 citations
Mathematics · Computer Science · Physics and Astronomy · #Advanced Optimization Algorithms Research #Matrix Theory and Algorithms #Advanced Thermodynamics and Statistical Mechanics
- A Robust Accelerated Optimization Algorithm for Strongly Convex\n Functions
2017/10/12 by Saman Cyrus, Bin Hu, Cyrus, Saman +4 · 3 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
- A Universal Decomposition for Distributed Optimization Algorithms
2022/06/14 by Bryan Van Scoy, Laurent Lessard, Van Scoy, Bryan +1 · 3 citations
Computer Science · #Distributed Control Multi-Agent Systems #Neural Networks Stability and Synchronization #Machine Learning and ELM
- Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees
2018/03/16 by Adrien Taylor, Taylor, Adrien, Bryan Van Scoy +3 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
2018/06/10 by Bin Hu, Hu, Bin, Stephen J. Wright +3 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Complexity and Algorithms in Graphs #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
- A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints
2020/09/23 by Guodong Zhang, Xuchan Bao, Zhang, Guodong +5 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #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
- A Tutorial on a Lyapunov-Based Approach to the Analysis of Iterative Optimization Algorithms
2023/09/20 by Bryan Van Scoy, Laurent Lessard, Van Scoy, Bryan +1 · 1 citation
Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Electrical engineering #FOS: Mathematics #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Context Matters: A Theory of Semantic Discriminability for Perceptual\n Encoding Systems
2021/08/08 by Kushin Mukherjee, Mukherjee, Kushin, Brian Yin +7 · 1 citation
Psychology · #Categorization, perception, and language #Color perception and design #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- The Fastest Known First-Order Method for Minimizing Twice Continuously Differentiable Smooth Strongly Convex Functions
2025/06/01 by Bryan Van Scoy, Laurent Lessard, Van Scoy, Bryan +1 · 3 citations
Mathematics · Computer Science · #Advanced Optimization Algorithms Research #Matrix Theory and Algorithms #Iterative Methods for Nonlinear Equations