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SpatialSort: a Bayesian model for clustering and cell population annotation of spatial proteomics data.

, , , , , , , , and . Bioinform., 39 (Supplement-1): 131-139 (2023)

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Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1351-1360. PMLR, (2019)Memory (and Time) Efficient Sequential Monte Carlo., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 514-522. JMLR.org, (2014)Efficient Parameter Estimation for DNA Kinetics Modeled as Continuous-Time Markov Chains., , , , , and . DNA, volume 11648 of Lecture Notes in Computer Science, page 80-99. Springer, (2019)Painless Unsupervised Learning with Features., , , and . HLT-NAACL, page 582-590. The Association for Computational Linguistics, (2010)Entangled Monte Carlo., , and . NIPS, page 2735-2743. (2012)Efficient Inference in Phylogenetic InDel Trees., , and . NIPS, page 177-184. Curran Associates, Inc., (2008)Slice Sampling for General Completely Random Measures., , and . UAI, volume 124 of Proceedings of Machine Learning Research, page 699-708. AUAI Press, (2020)Improved Reconstruction of Protolanguage Word Forms., , and . HLT-NAACL, page 65-73. The Association for Computational Linguistics, (2009)Non-Reversible Parallel Tempering: an Embarassingly Parallel MCMC Scheme, , , and . (2019)cite arxiv:1905.02939Comment: 61 pages, 18 figures. The method is implemented in an open source probabilistic programming available at https://github.com/UBC-Stat-ML/blangSDK.Bayesian Pedigree Analysis using Measure Factorization., and . NIPS, page 2906-2914. (2012)