Author

Shunan Sheng

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#machine learning Oct 2025

Mode Collapse of Mean-Field Variational Inference

This work provides the first theoretical explanation of mode collapse in MFVI and proposes RoVI, which augments MFVI with a rotation matrix, which augments MFVI with a rotation matrix.

Shunan Sheng, Bohan Wu, Alberto González-Sanz · arXiv.org · 1 citation