Belinda Tzen
According to our database1,
Belinda Tzen
authored at least 5 papers
between 2018 and 2023.
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2023
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Bibliography
2023
IEEE Control. Syst. Lett., 2023
2020
A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics.
CoRR, 2020
2019
Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit.
CoRR, 2019
Theoretical guarantees for sampling and inference in generative models with latent diffusions.
Proceedings of the Conference on Learning Theory, 2019
2018
Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability.
Proceedings of the Conference On Learning Theory, 2018