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Saifuddin Syed
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Non-reversible parallel tempering: a scalable highly parallel MCMC scheme
S Syed, A Bouchard-Côté, G Deligiannidis, A Doucet
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
732022
A unified framework for U-Net design and analysis
C Williams, F Falck, G Deligiannidis, CC Holmes, A Doucet, S Syed
Advances in Neural Information Processing Systems 36, 27745-27782, 2023
372023
Parallel tempering on optimized paths
S Syed, V Romaniello, T Campbell, A Bouchard-Côté
International Conference on Machine Learning, 10033-10042, 2021
242021
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
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, 4600-4608, 2024
52024
Local exchangeability
T Campbell, S Syed, CY Yang, MI Jordan, T Broderick
Bernoulli 29 (3), 2084-2100, 2023
4*2023
Non-reversible parallel tempering on optimized paths
S Syed
University of British Columbia, 2022
22022
Group structure on spheres and the Hopf fibration
S Syed
UBC Grad Student Seminar, 385-402, 2018
22018
Submodularity in Machine Learning
S Syed
MLRG Summer School. https://www. stat. ubc. ca/saif. syed/papers …, 2016
22016
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
Optimised Annealed Sequential Monte Carlo Samplers
S Syed, A Bouchard-Côté, K Chern, A Doucet
arXiv preprint arXiv:2408.12057, 2024
2024
Self-concordance for empirical likelihood
J Chen, S Syed
2017
Spatial diffusions with singular drifts: The construction of Super Brownian motion with immigration at unoccupied sites
S Syed
The University of British Columbia, 2016
2016
When to be discrete: the importance of time formulation in understanding animal movement
JV Zidek, S Syed
Toward Genetically Generated Ensembles of Neural Networks
R Reiss, S Syed
Statistical Methods for Quantum State Tomography
S Syed
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Articles 1–17