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Nikola Surjanovic
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Improving the Hosmer-Lemeshow goodness-of-fit test in large models with replicated Bernoulli trials
N Surjanovic, TM Loughin
Journal of Applied Statistics 51 (7), 1399-1411, 2024
13*2024
Parallel Tempering With a Variational Reference
N Surjanovic, S Syed, A Bouchard-Côté, T Campbell
Advances in Neural Information Processing Systems 35, 565-577, 2022
82022
A generalized Hosmer–Lemeshow goodness-of-fit test for a family of generalized linear models
N Surjanovic, RA Lockhart, TM Loughin
TEST 33 (2), 589-608, 2024
62024
Pigeons.jl: Distributed Sampling From Intractable Distributions
N Surjanovic, M Biron-Lattes, P Tiede, S Syed, T Campbell, ...
arXiv preprint arXiv:2308.09769, 2023
62023
autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm
M Biron-Lattes, N Surjanovic, S Syed, T Campbell, A Bouchard-Côté
International Conference on Artificial Intelligence and Statistics, 2024
52024
Uniform Ergodicity of Parallel Tempering With Efficient Local Exploration
N Surjanovic, S Syed, A Bouchard-Côté, T Campbell
arXiv preprint arXiv:2405.11384, 2024
12024
Development and validation of the Kids Disability Screen for children with juvenile idiopathic arthritis: results from the CAPRI Registry
K Houghton, M McPherson, N Surjanovic, T Loughin, R Berard, ...
Rheumatology 61 (12), 4835-4844, 2022
12022
An efficient approach to pruning regression trees using a modified Bayesian information criterion
N Surjanovic
Simon Fraser University, 2021
12021
Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests
N Surjanovic, A Henrey, TM Loughin
arXiv preprint arXiv:2408.07151, 2024
2024
MCMC-driven learning
A Bouchard-Côté, T Campbell, G Pleiss, N Surjanovic
arXiv preprint arXiv:2402.09598, 2024
2024
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