Levon Nurbekyan

1. Taming Hyperparameter Tuning in Continuous Normalizing Flows Using the JKO Scheme
   2022/11/30 by Alexander Vidal, Vidal, Alexander, Samy Wu Fung +7 · 2 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC)
2. Kernel Expansions for High-Dimensional Mean-Field Control with Non-local Interactions
   2024/05/17 by Alexander Vidal, Vidal, Alexander, Samy Wu Fung +7 · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Mathematics #Gas Dynamics and Kinetic Theory #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations
3. Mean-Field Control Barrier Functions: A Framework for Real-Time Swarm Control
   2024/09/27 by Samy Wu Fung, Levon Nurbekyan, Fung, Samy Wu +1 · 1 citation
   Decision Sciences · Engineering · #Simulation Techniques and Applications #Advanced Control Systems Optimization #Real-time simulation and control systems
4. Adaptive Preconditioned Gradient Descent with Energy
   2023/10/10 by Hailiang Liu, Liu, Hailiang, Levon Nurbekyan +5 · 1 citation
   Computer Science · Mathematics · #Matrix Theory and Algorithms #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques