Belinda Tzen

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Latent Variables

Generative Process

Stochastic Differential Equations

Top Venues

IEEE Control. Syst. Lett.

Publications

Belinda Tzen, Anant Raj, Maxim Raginsky, Francis R. Bach
Variational Principles for Mirror Descent and Mirror Langevin Dynamics. IEEE Control. Syst. Lett. 7 (2023)
Belinda Tzen, Anant Raj, Maxim Raginsky, Francis R. Bach
Variational Principles for Mirror Descent and Mirror Langevin Dynamics. CoRR (2023)
Belinda Tzen, Maxim Raginsky
A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics. CoRR (2020)
Belinda Tzen, Maxim Raginsky
Theoretical guarantees for sampling and inference in generative models with latent diffusions. COLT (2019)
Belinda Tzen, Maxim Raginsky
Theoretical guarantees for sampling and inference in generative models with latent diffusions. CoRR (2019)
Belinda Tzen, Maxim Raginsky
Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit. CoRR (2019)
Belinda Tzen, Tengyuan Liang, Maxim Raginsky
Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability. COLT (2018)
Belinda Tzen, Tengyuan Liang, Maxim Raginsky
Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability. CoRR (2018)