On the Computational Complexity of Metropolis-Adjusted Langevin Algorithms for Bayesian Posterior Sampling

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Adaptivity of Diffusion Models to Manifold Structures

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Minimax rate of distribution estimation on unknown submanifolds under adversarial losses

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Minimax Nonparametric Two-Sample Test under Adversarial Losses

Conference paper

Bayesian inference for risk minimization via exponentially tilted empirical likelihood

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On Empirical Bayes Variational Autoencoder: An Excess Risk Bound

Conference paper