Han Bao

activity

20242026

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cs.LG2026

Non-asymptotic implicit bias of logistic regression at early-stage gradient descent dynamics

Han Bao

Gradient descent has been of particular interest in modern machine learning beyond sole focus on optimization. Implicit bias emerging from optimization, though not being encoded by…

physics.ao-ph2026

Exploring coupled tropical Pacific variability within a Multi-branch $β$ -Variational Autoencoder

Emily F. Wisinski, Maria J. Molina, Kyle J. C. Hall +4

This study explores what is encoded in the latent space of a multi-branch $β$ -variational autoencoder ( $β$ -VAE) trained on coupled tropical Pacific climate fields. We assess the re…

Non-asymptotic implicit bias of logistic regression at early-stage gradient descent dynamics

Exploring coupled tropical Pacific variability within a Multi-branch β-Variational Autoencoder

Exploring coupled tropical Pacific variability within a Multi-branch $β$ -Variational Autoencoder