Hong Ye Tan

Hong Ye Tan

4th year Mathematics PhD student - machine learning theory, optimization, manifold hypothesis, provable algorithmic design.

Paper Published! [Noise-free Sampling]

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Published:

Our paper with Prof. Stan Osher (UCLA) and Prof. Wuchen Li (USC) on noise-free sampling has been published in Research in the Mathematical Sciences! A natural conclusion to the very fruitful 6 week secondment at UCLA. Looking forward to working more on in this direction! https://link.springer.com/10.1007/s40687-024-00479-2 arXiv

Sampling demonstration.
Sampling behavior of two common Langevin algorithms and ours. Notice the structured convergence.

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