Gulian, Mamikon A.

1. Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint
   2019/12/10 by Cyr, Eric C., Mamikon Gulian, Ravi G. Patel +7 · 6 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering #Numerical Analysis (math.NA)
2. Partition of unity networks: deep hp-approximation
   2021/01/27 by Lee, Kookjin, Trask, Nathaniel A., Patel, Ravi G. +2 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
3. A block coordinate descent optimizer for classification problems\n exploiting convexity
   2020/06/17 by Ravi G. Patel, Patel, Ravi G., Nathaniel Trask +5 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optical measurement and interference techniques