Basic Analysis: Uniform Convergence | Mathematics and Such
Uniform convergence may be unable to explain generalization in deep learning
Uniform convergence may be unable to explain generalization in deep learning
Patterns, Predictions, and Actions | Princeton University Press
![PDF] Uniform convergence may be unable to explain generalization in deep learning | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/2b627185499791048681e8d24190c31dea928f16/13-Figure4-1.png "PDF] Uniform convergence may be unable to explain generalization in deep learning | Semantic Scholar")
PDF] Uniform convergence may be unable to explain generalization in deep learning | Semantic Scholar
CS229T/STAT231: Statistical Learning Theory (Winter 2015) Contents
![PDF] Novel Concentration of Measure Bounds with Applications to Fairness in Machine Learning | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/bcaaa372415fa0e886b6629276202efd2552193c/21-Figure2.1-1.png "PDF] Novel Concentration of Measure Bounds with Applications to Fairness in Machine Learning | Semantic Scholar")
PDF] Novel Concentration of Measure Bounds with Applications to Fairness in Machine Learning | Semantic Scholar
MathCS.org - Real Analysis: 8.2. Uniform Convergence
Uniform convergence in probability - Wikipedia
Uniform convergence in probability - Wikipedia
Vaishnavh Nagarajan on Twitter: "Excited to share our new blog post **w/ code** (downloadable as Jupyter notebook) https://t.co/SzblhVCzaL highlighting why current approaches to deriving generalization bounds in deep learning may be severely
MathCS.org - Real Analysis: 8.2. Uniform Convergence
5.3 When Does Learning Work: the Question of Consistency 5.4 Uniform Convergence and Consistency
CS8850: Learning via Uniform Convergence - YouTube
Understanding Machine Learning
Uniform convergence may be unable to explain generalization in deep learning (NeurIPS19 oral paper) - YouTube
Self-directed online machine learning for topology optimization | Nature Communications
machine learning - uniform convergence and model selection question - Cross Validated
TTIC 31250 An Introduction to the Theory of Machine Learning
Uniform convergence may be unable to explain generalization in deep learning
Key trends from NeurIPS 2019
Sample Complexity and Uniform Convergence
![PDF] Uniform convergence may be unable to explain generalization in deep learning | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/2b627185499791048681e8d24190c31dea928f16/5-Figure2-1.png "PDF] Uniform convergence may be unable to explain generalization in deep learning | Semantic Scholar")
PDF] Uniform convergence may be unable to explain generalization in deep learning | Semantic Scholar
