Saifuddin Syed

According to our database, Saifuddin Syed authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Conditional Diffusion Sampling.

Francisco M. Castro-Macías, Pablo Morales-Álvarez, Saifuddin Syed, Daniel Hernández-Lobato, Rafael Molina, José Miguel Hernández-Lobato

CoRR, May, 2026

2025

CREPE: Controlling Diffusion with Replica Exchange.

Jiajun He, Paul Jeha, Peter Potaptchik, Leo Zhang, José Miguel Hernández-Lobato, Yuanqi Du, Saifuddin Syed, Francisco Vargas

CoRR, September, 2025

Generalised Parallel Tempering: Flexible Replica Exchange via Flows and Diffusions.

Leo Zhang, Peter Potaptchik, Arnaud Doucet, Hai-Dang Dau, Saifuddin Syed

CoRR, February, 2025

Amortized Sampling with Transferable Normalizing Flows.

Charlie B. Tan, Majdi Hassan, Leon Klein, Saifuddin Syed, Dominique Beaini, Michael M. Bronstein, Alexander Tong, Kirill Neklyudov

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Score-Optimal Diffusion Schedules.

Christopher Williams, Andrew Campbell, Arnaud Doucet, Saifuddin Syed

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm.

Miguel Biron-Lattes, Nikola Surjanovic, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Pigeons.jl: Distributed Sampling From Intractable Distributions.

Nikola Surjanovic, Miguel Biron-Lattes, Paul Tiede, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté

CoRR, 2023

A Unified Framework for U-Net Design and Analysis.

Christopher Williams, Fabian Falck, George Deligiannidis, Chris C. Holmes, Arnaud Doucet, Saifuddin Syed

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Parallel Tempering With a Variational Reference.

Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard-Côté, Trevor Campbell

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Parallel tempering on optimized paths.

Saifuddin Syed, Vittorio Romaniello, Trevor Campbell, Alexandre Bouchard-Côté

Proceedings of the 38th International Conference on Machine Learning, 2021