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Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms.
Rayna Andreeva
Benjamin Dupuis
Rik Sarkar
Tolga Birdal
Umut Simsekli
Published in:
CoRR (2024)
Keyphrases
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stochastic optimization
generalization bounds
data dependent
theoretical analysis
decision making
learning theory
generalization ability
active learning
multistage
statistical learning theory
machine learning
learning algorithm
worst case
vc dimension