Hidden Markov quantile graphical models by Beatrice Foroni (22512147)

Subjects:

Regularized Cross-Sectional Network Modeling with Missing Data: A Comparison of Methods by Carl F. Falk (8413812)

Subjects:

Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers by Seunghyun Lee (1372719)

“…Computationally, we propose a scalable estimation pipeline of a layerwise nonlinear spectral initialization followed by a penalized stochastic approximation EM algorithm. This procedure can efficiently estimate models with exponentially many latent components. …”