Margalit Glasgow

1. SGD Finds then Tunes Features in Two-Layer Neural Networks with near-Optimal Sample Complexity: A Case Study in the XOR problem
   2023/09/26 by Margalit Glasgow, Glasgow, Margalit · 6 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Neural Networks and Applications #Machine Learning and ELM
2. Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning
   2022/12/16 by Alex Tamkin, Tamkin, Alex, Margalit Glasgow +5 · 2 citations
   Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
3. The Exact Rank of Sparse Random Graphs
   2023/03/09 by Margalit Glasgow, Glasgow, Margalit, Matthew Kwan +5 · 1 citation
   Computer Science · Mathematics · #Advanced Graph Theory Research #Combinatorics (math.CO) #FOS: Mathematics #Graph theory and applications #Probability (math.PR) #Random Matrices and Applications