1 code implementation • NeurIPS 2023 • Christopher Williams, Fabian Falck, George Deligiannidis, Chris Holmes, Arnaud Doucet, Saifuddin Syed
U-Nets are a go-to, state-of-the-art neural architecture across numerous tasks for continuous signals on a square such as images and Partial Differential Equations (PDE), however their design and architecture is understudied.
1 code implementation • 15 Feb 2021 • Saifuddin Syed, Vittorio Romaniello, Trevor Campbell, Alexandre Bouchard-Côté
Parallel tempering (PT) is a class of Markov chain Monte Carlo algorithms that constructs a path of distributions annealing between a tractable reference and an intractable target, and then interchanges states along the path to improve mixing in the target.
Computation 65C05