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cs.LG2026
Foresight: Learning Twisted SMC for Rare Events from Reversed Relaxations
Ziyi Fan, Yuxuan Qiu, Haibo Wang +2
We consider the probability that a reversible Markov chain started in a set is in a rare set after a fixed horizon, a quantity often needed for many start laws, down to sin…
cs.LG2024
Towards Graph Prompt Learning: A Survey and Beyond
Qingqing Long, Yuchen Yan, Peiyan Zhang +12
Large-scale "pre-train and prompt learning" paradigms have demonstrated remarkable adaptability, enabling broad applications across diverse domains such as question answering, imag…