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diffusion-based sampling

2 papers

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Co-occurring keywords · papers mentioning both

unnormalized density (1) path space (1) langevin diffusion (1) bayesian neural network (1) adaptive step size (1) sequential monte carlo (1) markov chain monte carlo (1) posterior sampling (1) uncertainty quantification (1)

Papers

On the Convergence of Locally Adaptive and Scalable Diffusion-Based Sampling Methods for Deep Bayesian Neural Network Posteriors AISTATS 2025 Sequential Controlled Langevin Diffusions ICLR 2025