Belinda Tzen

MDSINE: Microbial Dynamical Systems INference Engine for microbiome time-series analyses

Vanni Bucci, Belinda Tzen, Ning Li et al. · Genome biology · 2016 · 293 citations · Full text

Life Sciences, Bioinformatics, Microbiology +17

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

Belinda Tzen, Maxim Raginsky · arXiv (Cornell University) · 2019 · 55 citations · Full text

Computing, Computer Science, Machine Learning +16

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

Belinda Tzen, Maxim Raginsky · arXiv (Cornell University) · 2019 · 13 citations · Full text

Computing, Data Science, Machine Learning +15

A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics.

Belinda Tzen, Maxim Raginsky · arXiv (Cornell University) · 2020 · 11 citations · Full text

Natural Sciences, Mathematics, Dynamical Systems +16