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Trevor Campbell

Massachusetts Institute of Technology
University of British Columbia

73

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739

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Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement.

2022 CoRR
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Bayesian inference via sparse Hamiltonian flows.

2022 CoRR
- Zuheng Xu
- Trevor Campbell
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Ergodic variational flows.

2022 CoRR
- Zuheng Xu
- Trevor Campbell
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Assessment of IGRT variability for lung SBRT.

2021 Journal of Medical Imaging and Radiation Sciences
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Pseudo-marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations

2021 arXiv: Computation
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Truncated Simulation and Inference in Edge-Exchangeable Networks.

2021 arXiv: Statistics Theory
- Xinglong Li
- Trevor Campbell
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Parallel Tempering on Optimized Paths

2021 arXiv: Computation
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Sequential Core-Set Monte Carlo

2021 UAI | Uncertainty in Artificial Intelligence
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Finite mixture models do not reliably learn the number of components

2021 ICML | International Conference on Machine Learning
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Parallel tempering on optimized paths

2021 ICML | International Conference on Machine Learning
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