Dougal Maclaurin
Dougal Maclaurin
PhD student, Harvard University
Verified email at - Homepage
Cited by
Cited by
Convolutional networks on graphs for learning molecular fingerprints
DK Duvenaud, D Maclaurin, J Iparraguirre, R Bombarell, T Hirzel, ...
Advances in neural information processing systems 28, 2015
JAX: composable transformations of Python+ NumPy programs
J Bradbury, R Frostig, P Hawkins, MJ Johnson, C Leary, D Maclaurin, ...
Gradient-based hyperparameter optimization through reversible learning
D Maclaurin, D Duvenaud, R Adams
International conference on machine learning, 2113-2122, 2015
Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach
R Gómez-Bombarelli, J Aguilera-Iparraguirre, TD Hirzel, D Duvenaud, ...
Nature materials 15 (10), 1120-1127, 2016
All-optical electrophysiology in mammalian neurons using engineered microbial rhodopsins
DR Hochbaum, Y Zhao, SL Farhi, N Klapoetke, CA Werley, V Kapoor, ...
Nature methods 11 (8), 825-833, 2014
Quantum measurement and orientation tracking of fluorescent nanodiamonds inside living cells
LP McGuinness, Y Yan, A Stacey, DA Simpson, LT Hall, D Maclaurin, ...
Nature nanotechnology 6 (6), 358-363, 2011
Optical recording of action potentials in mammalian neurons using a microbial rhodopsin
JM Kralj, AD Douglass, DR Hochbaum, D Maclaurin, AE Cohen
Nature methods 9 (1), 90-95, 2012
Autograd: Effortless gradients in numpy
D Maclaurin, D Duvenaud, RP Adams
ICML 2015 AutoML workshop 238 (5), 2015
Firefly Monte Carlo: Exact MCMC with subsets of data
D Maclaurin, RP Adams
arXiv preprint arXiv:1403.5693, 2014
Mechanism of voltage-sensitive fluorescence in a microbial rhodopsin
D Maclaurin, V Venkatachalam, H Lee, AE Cohen
Proceedings of the National Academy of Sciences 110 (15), 5939-5944, 2013
Advances in neural information processing systems
DK Duvenaud, D Maclaurin, J Iparraguirre, R Bombarell, T Hirzel, ...
Convolutional Networks on Graphs for Learning Molecular Fingerprints, 2224-2232, 2015
Early stopping as nonparametric variational inference
D Duvenaud, D Maclaurin, R Adams
Artificial intelligence and statistics, 1070-1077, 2016
Timekeeping with electron spin states in diamond
JS Hodges, NY Yao, D Maclaurin, C Rastogi, MD Lukin, D Englund
Physical Review A 87 (3), 032118, 2013
Measurable quantum geometric phase from a rotating single spin
D Maclaurin, MW Doherty, LCL Hollenberg, AM Martin
Physical review letters 108 (24), 240403, 2012
Modeling, inference and optimization with composable differentiable procedures
D Maclaurin
Nanoscale magnetometry through quantum control of nitrogen–vacancy centres in rotationally diffusing nanodiamonds
D Maclaurin, LT Hall, AM Martin, LCL Hollenberg
New Journal of Physics 15 (1), 013041, 2013
Flash memory: photochemical imprinting of neuronal action potentials onto a microbial rhodopsin
V Venkatachalam, D Brinks, D Maclaurin, D Hochbaum, J Kralj, AE Cohen
Journal of the American Chemical Society 136 (6), 2529-2537, 2014
Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming
A Paszke, DD Johnson, D Duvenaud, D Vytiniotis, A Radul, MJ Johnson, ...
Proceedings of the ACM on Programming Languages 5 (ICFP), 1-29, 2021
Jax: Autograd and xla
J Bradbury, R Frostig, P Hawkins, MJ Johnson, C Leary, D Maclaurin, ...
Astrophysics Source Code Library, ascl: 2111.002, 2021
You only linearize once: Tangents transpose to gradients
A Radul, A Paszke, R Frostig, MJ Johnson, D Maclaurin
Proceedings of the ACM on Programming Languages 7 (POPL), 1246-1274, 2023
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