Lessard, Laurent
- 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
- 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
- Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization
2021/02/18 by Zhang, Guodong, Wang, Yuanhao, Lessard, Laurent +1 · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- 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
- Analysis and Design of First-Order Distributed Optimization Algorithms over Time-Varying Graphs
2019/07/11 by Sundararajan, Akhil, Van Scoy, Bryan, Lessard, Laurent · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Optimal Decentralized State-Feedback Control with Sparsity and Delays
2013/05/31 by Lamperski, Andrew, Lessard, Laurent · 2 citations
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Exponential Convergence Bounds using Integral Quadratic Constraints
2015/03/24 by Boczar, Ross, Lessard, Laurent, Recht, Benjamin · 2 citations
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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, Bryan Van Scoy, Taylor, Adrien +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
- State-space solution to a minimum-entropy H_∞-optimal control problem with a nested information constraint
2014/03/20 by Lessard, Laurent · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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
- Semantic Discriminability for Visual Communication
2020/09/07 by Schloss, Karen B., Leggon, Zachary, Lessard, Laurent · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- The Speed-Robustness Trade-Off for First-Order Methods with Additive Gradient Noise
2021/09/10 by Van Scoy, Bryan, Lessard, Laurent · 1 citation
#65K05 #68W40 #93D09 #FOS: Mathematics #Optimization and Control (math.OC)
- Adaptive Backtracking Line Search
2024/08/23 by Cavalcanti, Joao V., Lessard, Laurent, Wilson, Ashia C. · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Automated Lyapunov Analysis of Primal-Dual Optimization Algorithms: An Interpolation Approach
2023/09/20 by Van Scoy, Bryan, Simpson-Porco, John W., Lessard, Laurent · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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
- Unifying Effects of Direct and Relational Associations for Visual Communication
2022/09/06 by Schoenlein, Melissa A., Campos, Johnny, Lande, Kevin J. +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- 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, Van Scoy, Bryan, Laurent Lessard +1 · 3 citations
Mathematics · Computer Science · #Advanced Optimization Algorithms Research #Matrix Theory and Algorithms #Iterative Methods for Nonlinear Equations