Webster, Clayton
- Gaussian smoothing gradient descent for minimizing functions (GSmoothGD)
2023/11/01 by Andrew Starnes, Anton Dereventsov, Starnes, Andrew +3 · 2 citations
Computer Science · Engineering · #35Q90 #65H20 #90C25 #90C30 #90C56 #FOS: Mathematics #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Analysis of Deep Neural Networks with Quasi-optimal polynomial approximation rates
2019/12/04 by Joseph Daws, Daws, Joseph, Clayton Webster +1 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #65D15 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #Numerical Methods and Algorithms #cs.LG #cs.NA #math.NA #msc:65D15
- Anisotropic Gaussian Smoothing for Gradient-based Optimization
2024/11/18 by Starnes, Andrew, Zhang, Guannan, Reshniak, Viktor +1 · 1 citation
#90C26 #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC)