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Author

Trevor Campbell

Observed names: Campbell, Trevor, Campbell, Trevor (Professor of statistics), Campbell, Trevor David, T. Campbell
Observed institutions: University of British Columbia, Duke University, University of Oxford, Universidad Braulio Carrillo, MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Columbia University
ORCID: 0000-0003-1499-0191
Observed ORCID: 0000-0003-1499-0191
OpenAlex ID: A5004323430
Physics-informed neural network for modelling the thermochemical curing process of composite-tool systems during manufacture
2021 · Sina Amini Niaki, Ehsan Haghighat, et al. · Computer Methods in Applied Mechanics and Engineering · 312
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Coresets for Scalable Bayesian Logistic Regression
2016 · Huggins, Jonathan H., Campbell, Trevor, et al. · arXiv (Cornell University) · 117
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Automated Scalable Bayesian Inference via Hilbert Coresets
2017 · Campbell, Trevor, Broderick, Tamara · arXiv (Cornell University) · 64
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Bayesian nonparametric set construction for robust optimization
2015 · Trevor Campbell, Jonathan P. How · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 46
Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures
2017 · Julian Straub, Trevor Campbell, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 43
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Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture
2013 · Campbell, Trevor, Liu, Miao, et al. · arXiv (Cornell University) · 38
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Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent
2018 · Campbell, Trevor, Broderick, Tamara · arXiv (Cornell University) · 36
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Edge-exchangeable graphs and sparsity
2017 · Campbell, Trevor David, Broderick, Tamara A · DSpace@MIT (Massachusetts Institute of Technology) · 28
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Truncated random measures
2019 · Campbell, Trevor, Huggins, Jonathan H, et al. · DSpace@MIT (Massachusetts Institute of Technology) · 20
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Exchangeable trait allocations
2018 · Trevor Campbell, Diana Cai, et al. · Electronic Journal of Statistics · 19
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Small-variance nonparametric clustering on the hypersphere
2015 · Straub, Julian, Campbell, Trevor David, et al. · DSpace@MIT (Massachusetts Institute of Technology) · 19
Universal Boosting Variational Inference
2019 · Campbell, Trevor, Li, Xinglong · arXiv (Cornell University) · 18
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Validated Variational Inference via Practical Posterior Error Bounds
2019 · Huggins, Jonathan H., Kasprzak, Mikołaj, et al. · OpenBU (Boston University) · 17
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Truncated random measures
2019 · Trevor Campbell, Jonathan H. Huggins, et al. · Bernoulli · 17
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Small-variance nonparametric clustering on the hypersphere
2015 · Julian Straub, Trevor Campbell, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 17
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Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach
2018 · Huggins, Jonathan H., Campbell, Trevor, et al. · arXiv (Cornell University) · 16
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Finite mixture models do not reliably learn the number of components
2020 · Cai, Diana, Campbell, Trevor, et al. · arXiv (Cornell University) · 14
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Data-dependent compression of random features for large-scale kernel approximation
2018 · Agrawal, Raj, Campbell, Trevor, et al. · arXiv (Cornell University) · 14
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Pigeons.jl: Distributed sampling from intractable distributions
2025 · Nikola Surjanovic, Miguel Biron-Lattes, et al. · JuliaCon Proceedings · 13
Sparse Variational Inference: Bayesian Coresets from Scratch
2019 · Campbell, Trevor, Beronov, Boyan · arXiv (Cornell University) · 13
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Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models
2018 · Trevor Campbell, Brian Kulis, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 13
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Multiagent allocation of Markov decision process tasks
2013 · Trevor Campbell, Luke Johnson, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 12
Data Science
2022 · Tiffany Timbers, Trevor Campbell, et al. · Chapman & Hall/CRC eBooks · 11
Statistical inference
2024 · Tiffany Timbers, Trevor Campbell, et al. · Data Science · 10
Streaming, Distributed Variational Inference for Bayesian Nonparametrics
2015 · Campbell, Trevor, Straub, Julian, et al. · arXiv (Cornell University) · 10
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Works count: 120
Citation count: 1,058
H-index: 16
I10-index: 25
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