Werge, Nicklas

1. On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations
   2023/11/29 by Antoine Godichon-Baggioni, Godichon-Baggioni, Antoine, Nicklas Werge +1 · 1 voice
   Mathematics · #FOS: Mathematics #Statistics Theory (math.ST) #math.ST
2. Deep Exploration with PAC-Bayes
   2024/02/05 by Bahareh Tasdighi, Tasdighi, Bahareh, Nicklas Werge +6 · 2 citations
   Computer Science · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Semantic Web and Ontologies
3. Demystifying the Myths and Legends of Nonconvex Convergence of SGD
   2023/10/19 by Aritra Dutta, El Houcine Bergou, Dutta, Aritra +9 · 1 citation
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques