Export 1621 results:
Automated scalable Bayesian inference via Hilbert coresets. arXiv:1710.05053., Submitted.
Proteomic biomarker study using novel robust penalized elastic net estimators. Annals of Applied Statistics., Submitted.
Dynamic clustering algorithms via small-variance analysis of Markov chain mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence., In Press.
Optimizing marine spatial plans with animal tracking data. Canadian Journal of Fisheries and Aquatic Sciences., In Press.
Truncated random measures. Bernoulli., In Press.
Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. Journal of Machine Learning Research, 22, pp.1–41., 2021.
Approximately Optimal Subset Selection for Statistical Design and Modelling. Journal of Statistical Computation and Simulation, pp.1-13., 2021.
Blang: Probabilitistic Programming for Combinatorial Spaces. Journal of Statistical Software, (Accepted)., 2021.
Clonal fitness inferred from time-series modelling of single-cell cancer genomes. Nature, (Accepted)., 2021.
CoCoA-diff: counterfactual inference for single-cell gene expression analysis. Genome Biol., 22, pp.1–23., 2021.
Composite empirical likelihood for multisample clustered data. Journal of Nonparametric Statistics, 33, pp.60–81., 2021.
Composite empirical likelihood for multisample clustered data. J Nonparametric Statistics, p.Accepted Apr 2021., 2021.
Density ratio model with data-adaptive basis function. arXiv preprint arXiv:2103.03445., 2021.
Ellipse Detection and Localization with Application to Knots in Sawn Lumber I. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)., 2021.
Exome-wide age-of-onset analysis reveals exonic variants in ERN1 and SPPL2C associated with Alzheimer's disease. Transl. Psychiatry, 11, p.146., 2021.
Minimum Wasserstein Distance Estimator under Finite Location-scale Mixtures. arXiv preprint arXiv:2107.01323., 2021.
Non-Reversible Parallel Tempering: a Scalable Highly Parallel MCMC Scheme. Journal of Royal Statistical Society, Series B, (Accepted)., 2021.
Parallel Tempering on Optimized Paths. In International Conference on Machine Learning (ICML). International Conference on Machine Learning (ICML)., 2021.
Permutation tests under a rotating sampling plan with clustered data. Journal of nonparametric statistics, 33, pp.60-81., 2021.