Quenched Ensemble Sampling
For researchers in physics or machine learning, this provides a new method for sampling in high-dimensional systems, particularly at phase transitions.
For researchers in physics or machine learning, this provides a new method for sampling in high-dimensional systems, particularly at phase transitions.
做高维采样或贝叶斯推断的团队终于有了一个理论干净、复杂度最优的通用工具——复合目标下的采样效率首次追上光滑情形,做 MCMC 算法设计的建议细读。