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Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure.
Xinying Zou
Samir M. Perlaza
Iñaki Esnaola
Eitan Altman
Published in:
AAAI (2024)
Keyphrases
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machine learning algorithms
data sets
training data
statistical analysis
benchmark data sets
machine learning
learning models
learning algorithm
probability distribution
worst case
transfer learning
probability measure
computational complexity
data points
machine learning methods
learning problems