Provable Convergence and Limitations of Geometric Tempering for Langevin DynamicsInternational Conference on Learning Representations (ICLR), 2024 |
Computing Bayes: From Then 'Til Now'Statistical Science (Statist. Sci.), 2022 |
Continuously-Tempered PDMP SamplersNeural Information Processing Systems (NeurIPS), 2022 |
Convergence Speed and Approximation Accuracy of Numerical MCMCAdvances in Applied Probability (Adv. Appl. Probab.), 2022 |
Sampling by Divergence MinimizationCommunications in statistics. Simulation and computation (Commun. Stat. - Simul. Comput.), 2021 |
Parallel Tempering on Optimized PathsInternational Conference on Machine Learning (ICML), 2021 |
Penalised t-walk MCMCJournal of Statistical Planning and Inference (JSPI), 2020 |
State-Dependent Temperature Control for Langevin DiffusionsSIAM Journal of Control and Optimization (SICON), 2020 |
Skew Brownian Motion and Complexity of the ALPS AlgorithmJournal of Applied Probability (J. Appl. Probab.), 2020 |