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Dougal Maclaurin

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

6

Venues

6

Active years

2014–2025

Best venue rank

A*

Where they publish

Papers

6 indexed papers, newest first.

YearVenueTitleAuthors
2025ASPLOSPartIR: Composing SPMD Partitioning Strategies for Machine Learning.Sami Alabed, Daniel Belov, Bart Chrzaszcz, Juliana Franco, Dominik Grewe, Dougal Maclaurin, James Molloy, Tom Natan, Tamara Norman, Xiaoyue Pan, Adam Paszke, Norman A. Rink, Michael Schaarschmidt, Timur Sitdikov, Agnieszka Swietlik, Dimitrios Vytiniotis, Joel Wee
2021ICFPParallelism-preserving automatic differentiation for second-order array languages.Adam Paszke, Matthew J. Johnson, Roy Frostig, Dougal Maclaurin
2016AISTATSEarly Stopping as Nonparametric Variational Inference.David Duvenaud, Dougal Maclaurin, Ryan P. Adams
2015ICMLGradient-based Hyperparameter Optimization through Reversible Learning.Dougal Maclaurin, David Duvenaud, Ryan P. Adams
2015IJCAIFirefly Monte Carlo: Exact MCMC with Subsets of Data.Dougal Maclaurin, Ryan Prescott Adams
2014UAIFirefly Monte Carlo: Exact MCMC with Subsets of Data.Dougal Maclaurin, Ryan P. Adams