Romanov, Elad

1. The High-Dimensional Asymptotics of Principal Component Regression
   2024/05/19 by Green, Alden, Romanov, Elad · 2 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
2. Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing
   2024/10/02 by Elad Romanov, Fangzhao Zhang, Romanov, Elad +3 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering