Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?International Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
Linear Complexity Gibbs Sampling for Generalized Labeled Multi-Bernoulli
FilteringIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 |
Quantum-enhanced Markov chain Monte CarloNature (Nature), 2022 |
Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with
Weak Mixing Time BoundsNeural Information Processing Systems (NeurIPS), 2021 |
Invariance Principle Meets Information Bottleneck for
Out-of-Distribution GeneralizationNeural Information Processing Systems (NeurIPS), 2021 |