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variance collapse

3 papers

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Co-occurring keywords · papers mentioning both

stein variational gradient descent (2) network folding (1) long-time asymptotics (1) data-free compression (1) particle sampling (1) mckean-vlasov process (1) maximum mean discrepancy (1) particle-based inference (1) high-dimensional inference (1) k-means clustering (1)

Papers

Forget the Data and Fine-Tuning! Just Fold the Network to Compress ICLR 2025 Long-time asymptotics of noisy SVGD outside the population limit ICLR 2025 Understanding the Variance Collapse of SVGD in High Dimensions ICLR 2022