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05/26/2023
Error Bounds for Flow Matching Methods
Score-based generative models are a popular class of generative modellin...
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09/06/2022
A PAC-Bayes bound for deterministic classifiers
We establish a disintegrated PAC-Bayesian bound, for classifiers that ar...
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06/30/2022
Ranking in Contextual Multi-Armed Bandits
We study a ranking problem in the contextual multi-armed bandit setting....
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09/30/2019
Localised Generative Flows
We argue that flow-based density models based on continuous bijections a...
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05/08/2019
