Dougal Maclaurin

Orcid: 0000-0003-0122-1377

According to our database1, Dougal Maclaurin authored at least 14 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
PartIR: Composing SPMD Partitioning Strategies for Machine Learning.
CoRR, 2024

2023
You Only Linearize Once: Tangents Transpose to Gradients.
Proc. ACM Program. Lang., January, 2023

2022
The Foil: Capture-Avoiding Substitution With No Sharp Edges.
CoRR, 2022

2021
Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming.
Proc. ACM Program. Lang., 2021

Parallel Algebraic Effect Handlers.
CoRR, 2021

Decomposing reverse-mode automatic differentiation.
CoRR, 2021

Parallelism-preserving automatic differentiation for second-order array languages.
Proceedings of the FHPNC 2021: Proceedings of the 9th ACM SIGPLAN International Workshop on Functional High-Performance and Numerical Computing, 2021

2020
Differentiating a Tensor Language.
CoRR, 2020

Automatically batching control-intensive programs for modern accelerators.
Proceedings of Machine Learning and Systems 2020, 2020

2016
Early Stopping as Nonparametric Variational Inference.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015
Early Stopping is Nonparametric Variational Inference.
CoRR, 2015

Convolutional Networks on Graphs for Learning Molecular Fingerprints.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Gradient-based Hyperparameter Optimization through Reversible Learning.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Firefly Monte Carlo: Exact MCMC with Subsets of Data.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014


  Loading...