"high-dimensional sampling" Papers
4 papers found
Conference
Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis
Zikun Zhang, Zixiang Chen, Quanquan Gu
ICLR 2025arXiv:2410.02321
14
citations
MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control
Yuchen Zhu, Wei Guo, Jaemoo Choi et al.
NEURIPS 2025arXiv:2508.10684
15
citations
Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
Jakob Robnik, Reuben Cohn-Gordon, Uros Seljak
NEURIPS 2025arXiv:2503.01707
4
citations
On scalable and efficient training of diffusion samplers
Minkyu Kim, Kiyoung Seong, Dongyeop Woo et al.
NEURIPS 2025arXiv:2505.19552
6
citations