bouncy particle sampler 1gradient queries 1mixing time 1query complexity 1windowed thinning 1zigzag sampler 1
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cs.LG2025
Bi-Lipschitz Ansatz for Anti-Symmetric Functions
Nadav Dym, Jianfeng Lu, Matan Mizrachi
Motivated by applications to the simulation of quantum many-body systems by neural networks, researchers have suggested several models which are antisymmetric by construction, and…
cs.LG2024
What does guidance do? A fine-grained analysis in a simple setting
Muthu Chidambaram, Khashayar Gatmiry, Sitan Chen +2
The use of guidance in diffusion models was originally motivated by the premise that the guidance-modified score is that of the data distribution tilted by a conditional likelihood…