Trevor Campbell
Scholar

Trevor Campbell

Google Scholar ID: UfAyRKEAAAAJ
Associate Professor, Statistics, UBC
Machine LearningStatisticsOptimizationMathematics
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Citations & Impact
All-time
Citations
1,636
 
H-index
18
 
i10-index
31
 
Publications
20
 
Co-authors
40
list available
Contact
No contact links provided.
Publications
9 items
Stochastic Gradient Variational Inference with Price's Gradient Estimator from Bures-Wasserstein to Parameter Space
2026
Cited
0
AutoGD: Automatic Learning Rate Selection for Gradient Descent
2025
Cited
0
Asymptotically exact variational flows via involutive MCMC kernels
2025
Cited
0
Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference
2025
Cited
0
AutoSGD: Automatic Learning Rate Selection for Stochastic Gradient Descent
2025
Cited
0
Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization
2025
Cited
0
AutoStep: Locally adaptive involutive MCMC
arXiv.org · 2024
Cited
1
Tuning-free coreset Markov chain Monte Carlo
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
40 total
Tamara Broderick
Tamara Broderick
Associate Professor of EECS, Massachusetts Institute of Technology
Jonathan P. How
Jonathan P. How
Ford Professor of Engineering, AA Dept., Massachusetts Institute of Technology
Jonathan Huggins
Jonathan Huggins
Assistant Professor of Statistics, Boston University
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Zuheng(David) Xu
Zuheng(David) Xu
PhD student, Department of Statistics, University of British Columnbia
Saifuddin Syed
Saifuddin Syed
University of Oxford
Julian Straub
Julian Straub
Research Scientist, Reality Labs Research