Belinda Tzen

According to our database, Belinda Tzen authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Variational Principles for Mirror Descent and Mirror Langevin Dynamics.

Belinda Tzen, Anant Raj, Maxim Raginsky, Francis R. Bach

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.

Belinda Tzen, Maxim Raginsky

CoRR, 2020

2019

Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit.

Belinda Tzen, Maxim Raginsky

CoRR, 2019

Theoretical guarantees for sampling and inference in generative models with latent diffusions.

Belinda Tzen, Maxim Raginsky

Proceedings of the Conference on Learning Theory, 2019

2018

Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability.

Belinda Tzen, Tengyuan Liang, Maxim Raginsky

Proceedings of the Conference On Learning Theory, 2018