Dougal Maclaurin

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All published works

Action	Title	Year	Authors
+	PartIR: Composing SPMD Partitioning Strategies for Machine Learning	2024	Sami Alabed Bart Chrzaszcz Juliana Rocha Franco Dominik Grewe Dougal Maclaurin James Molloy Tom Natan Tamara Norman Xiaoyue Pan Adam Paszke
+ PDF Chat	You Only Linearize Once: Tangents Transpose to Gradients	2023	Alexey Radul Adam Paszke Roy Frostig Matthew Johnson Dougal Maclaurin
+	The Foil: Capture-Avoiding Substitution With No Sharp Edges	2022	Dougal Maclaurin Alexey Radul Adam Paszke
+	You Only Linearize Once: Tangents Transpose to Gradients	2022	Alexey Radul Adam Paszke Roy Frostig Matthew Johnson Dougal Maclaurin
+	The Foil: Capture-Avoiding Substitution With No Sharp Edges	2022	Dougal Maclaurin Alexey Radul Adam Paszke
+ PDF Chat	Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming	2021	Adam Paszke Daniel D. Johnson David Duvenaud Dimitrios Vytiniotis Alexey Radul Matthew Johnson Jonathan Ragan‐Kelley Dougal Maclaurin
+	Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming	2021	Adam Paszke Daniel D. Johnson David Duvenaud Dimitrios Vytiniotis Alexey Radul Matthew Johnson Jonathan Ragan‐Kelley Dougal Maclaurin
+	Decomposing reverse-mode automatic differentiation	2021	Roy Frostig Matthew Johnson Dougal Maclaurin Adam Paszke Alexey Radul
+	Parallel Algebraic Effect Handlers	2021	Ningning Xie Daniel D. Johnson Dougal Maclaurin Adam Paszke
+	Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming	2021	Adam Paszke Daniel Johnson David Duvenaud Dimitrios Vytiniotis Alexey Radul Matthew Johnson Jonathan Ragan‐Kelley Dougal Maclaurin
+	Differentiating a Tensor Language	2020	Gilbert Bernstein Michael W. Mara Tzu‐Mao Li Dougal Maclaurin Jonathan Ragan‐Kelley
+	Automatically Batching Control-Intensive Programs for Modern Accelerators	2019	Alexey Radul Brian Patton Dougal Maclaurin Matthew D. Hoffman Rif A. Saurous
+	Modeling, Inference and Optimization with Composable Differentiable Procedures	2016	Dougal Maclaurin
+	Early Stopping as Nonparametric Variational Inference	2016	David Duvenaud Dougal Maclaurin Ryan P. Adams
+	Early Stopping is Nonparametric Variational Inference	2015	Dougal Maclaurin David Duvenaud Ryan P. Adams
+	Convolutional Networks on Graphs for Learning Molecular Fingerprints	2015	David Duvenaud Dougal Maclaurin Jorge Aguilera‐Iparraguirre Rafael Gómez‐Bombarelli Timothy Hirzel Alán Aspuru‐Guzik Ryan P. Adams
+	Gradient-based Hyperparameter Optimization through Reversible Learning	2015	Dougal Maclaurin David Duvenaud Ryan P. Adams
+	Firefly Monte Carlo: exact MCMC with subsets of data	2014	Dougal Maclaurin Ryan P. Adams
+	Firefly Monte Carlo: Exact MCMC with Subsets of Data	2014	Dougal Maclaurin Ryan P. Adams
+	Firefly Monte Carlo: Exact MCMC with Subsets of Data	2014	Dougal Maclaurin Ryan P. Adams
+ PDF Chat	Timekeeping with electron spin states in diamond	2013	J. S. Hodges Norman Y. Yao Dougal Maclaurin Chaitanya Rastogi Mikhail D. Lukin Dirk Englund
+ PDF Chat	Nanoscale magnetometry through quantum control of nitrogen–vacancy centres in rotationally diffusing nanodiamonds	2013	Dougal Maclaurin Liam T. Hall A. Martin Lloyd C. L. Hollenberg
+ PDF Chat	Measurable Quantum Geometric Phase from a Rotating Single Spin	2012	Dougal Maclaurin Marcus W. Doherty Lloyd C. L. Hollenberg A. Martin
+ PDF Chat	Single atom-scale diamond defect allows a large Aharonov-Casher phase	2009	Dougal Maclaurin Andrew D. Greentree Jared H. Cole Lloyd C. L. Hollenberg A. Martin

Common Coauthors

Coauthor	Papers Together
Adam Paszke	10
Alexey Radul	9
David Duvenaud	7
Ryan P. Adams	7
Dimitrios Vytiniotis	4
Matthew Johnson	4
Jonathan Ragan‐Kelley	4
A. Martin	3
Roy Frostig	3
Daniel D. Johnson	3
Lloyd C. L. Hollenberg	3
Matthew Johnson	2
Tzu‐Mao Li	1
Gilbert Bernstein	1
Bart Chrzaszcz	1
Norman A. Rink	1
Chaitanya Rastogi	1
Dirk Englund	1
Juliana Rocha Franco	1
Timothy Hirzel	1
Mikhail D. Lukin	1
Alán Aspuru‐Guzik	1
Tom Natan	1
Michael Schaarschmidt	1
Xiaoyue Pan	1
Dominik Grewe	1
Sami Alabed	1
Timur Sitdikov	1
Agnieszka Swietlik	1
Daniel Johnson	1
Marcus W. Doherty	1
Joel Wee	1
Andrew D. Greentree	1
Liam T. Hall	1
Matthew D. Hoffman	1
Michael W. Mara	1
James Molloy	1
Ningning Xie	1
Jorge Aguilera‐Iparraguirre	1
J. S. Hodges	1
Norman Y. Yao	1
Brian Patton	1
Tamara Norman	1
Rafael Gómez‐Bombarelli	1
Jared H. Cole	1
Rif A. Saurous	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Bayesian Learning via Stochastic Gradient Langevin Dynamics	2011	Max Welling Yee Whye Teh	5
+	Multinomial logistic regression algorithm	1992	Dankmar B�hning	4
+ PDF Chat	Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach	2014	Rémi Bardenet Arnaud Doucet Chris Holmes	4
+ PDF Chat	High-sensitivity diamond magnetometer with nanoscale resolution	2008	Jacob M. Taylor Paola Cappellaro Lilian Childress Liang Jiang Dmitry Budker Philip Hemmer Amir Yacoby Ronald L. Walsworth Mikhail D. Lukin	4
+	Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget	2014	Anoop Korattikara Yutian Chen Max Welling	3
+ PDF Chat	The simple essence of automatic differentiation	2018	Conal Elliott	3
+	Stochastic variational inference	2013	Matthew D. Hoffman David M. Blei Chong Wang John Paisley	3
+	Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation	1987	Andreas Griewank Andrea Walther	3
+	The pseudo-marginal approach for efficient Monte Carlo computations	2009	Christophe Andrieu Gareth O. Roberts	3
+ PDF Chat	Relay: a new IR for machine learning frameworks	2018	Jared Roesch Steven Lyubomirsky Logan Weber Josh Pollock Marisa Kirisame Tianqi Chen Zachary Tatlock	3
+ PDF Chat	Single atom-scale diamond defect allows a large Aharonov-Casher phase	2009	Dougal Maclaurin Andrew D. Greentree Jared H. Cole Lloyd C. L. Hollenberg A. Martin	2
+ PDF Chat	Topological effects, dipole moments, and the dual current in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mn>2</mml:mn><mml:mo>+</mml:mo><mml:mn>1</mml:mn></mml:math>dimensions	2001	Xiao-Gang He Bruce H. J. McKellar	2
+	TensorFlow: A system for large-scale machine learning	2016	Martı́n Abadi Paul Barham Jianmin Chen Zhifeng Chen Andy Davis Jay B. Dean Matthieu Devin Sanjay Ghemawat Geoffrey Irving Michael Isard	2
+	Early stopping and non-parametric regression: an optimal data-dependent stopping rule	2014	Garvesh Raskutti Martin J. Wainwright Bin Yu	2
+	Nested Variational Compression in Deep Gaussian Processes	2014	James Hensman Neil D. Lawrence	2
+ PDF Chat	Koka: Programming with Row Polymorphic Effect Types	2014	Daan Leijen	2
+	CODA: convergence diagnosis and output analysis for MCMC	2006	Martyn Plummer Nicky Best Kate Cowles Karen Vines	2
+ PDF Chat	Array programming with NumPy	2020	C. R. Harris K. Jarrod Millman Stéfan van der Walt Ralf Gommers Pauli Virtanen David Cournapeau Eric Wieser Julian Taylor Sebastian Berg Nathaniel J. Smith	2
+	Black Box Variational Inference	2014	Rajesh Ranganath Sean Gerrish David M. Blei	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2
+	Differentiating a Tensor Language	2020	Gilbert Bernstein Michael W. Mara Tzu‐Mao Li Dougal Maclaurin Jonathan Ragan‐Kelley	2
+	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks	2015	Kai Sheng Tai Richard Socher Christopher D. Manning	2
+ PDF Chat	Backpropagation in the simply typed lambda-calculus with linear negation	2019	Aloïs Brunel Damiano Mazza Michele Pagani	2
+ PDF Chat	Estimation of the Mean of a Multivariate Normal Distribution	1981	Charles Stein	2
+	Slice Sampling	2000	Radford M. Neal	2
+ PDF Chat	Exponential Convergence of Langevin Distributions and Their Discrete Approximations	1996	Gareth O. Roberts Richard L. Tweedie	2
+	Spatial Point Processes	2011	Mark Huber	2
+	Accelerating MCMC via Parallel Predictive Prefetching	2014	Elaine Angelino Eddie Kohler Amos Waterland Margo Seltzer Ryan P. Adams	2
+ PDF Chat	Electric-field sensing using single diamond spins	2011	Florian Dolde Helmut Fedder Marcus W. Doherty Tobias Nöbauer F. Rempp Gopalakrishnan Balasubramanian Thomas Wolf Friedemann Reinhard Lloyd C. L. Hollenberg Fedor Jelezko	2
+ PDF Chat	Nitrogen-vacancy center in diamond: Model of the electronic structure and associated dynamics	2006	Neil B. Manson J. P. Harrison Matthew J. Sellars	2
+ PDF Chat	Optimal Scaling of Discrete Approximations to Langevin Diffusions	1998	Gareth O. Roberts Jeffrey S. Rosenthal	2
+	Some large-scale matrix computation problems	1996	Zhaojun Bai Gark Fahey Gene H. Golub	2
+ PDF Chat	Weak convergence and optimal scaling of random walk Metropolis algorithms	1997	Susan A. Gelman Walter R. Gilks Gareth O. Roberts	2
+	Don't Unroll Adjoint: Differentiating SSA-Form Programs.	2018	Michael Innes	2
+ PDF Chat	Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming	2021	Adam Paszke Daniel D. Johnson David Duvenaud Dimitrios Vytiniotis Alexey Radul Matthew Johnson Jonathan Ragan‐Kelley Dougal Maclaurin	2
+ PDF Chat	Photoluminescent Diamond Nanoparticles for Cell Labeling: Study of the Uptake Mechanism in Mammalian Cells	2009	Orestis Faklaris Vandana Joshi Théano Irinopoulou Patrick Tauc Mohamed Sennour Hugues A. Girard C. Gesset Jean-Charles Arnault Alain Thorel Jean‐Paul Boudou	1
+ PDF Chat	Universal Dynamical Decoupling of a Single Solid-State Spin from a Spin Bath	2010	G. de Lange Z. H. Wang Diego Ristè V. V. Dobrovitski Ronald Hanson	1
+	Numerical Recipes 3rd Edition: The Art of Scientific Computing	2007	William H. Press Saul A. Teukolsky William T. Vetterling Brian P. Flannery	1
+ PDF Chat	Temperature Dependence of the Nitrogen-Vacancy Magnetic Resonance in Diamond	2010	Víctor M. Acosta Erik Bauch M. P. Ledbetter A. Waxman Louis‐S. Bouchard Dmitry Budker	1
+	Massively Multitask Networks for Drug Discovery	2015	Bharath Ramsundar Steven Kearnes Patrick Riley Dale R. Webster David E. Konerding Vijay S. Pande	1
+	None	2002	Gareth O. Roberts Osnat Stramer	1
+ PDF Chat	Efficient photon detection from color centers in a diamond optical waveguide	2012	D. Le Sage Linh Pham Nir Bar‐Gill Chinmay Belthangady Mikhail D. Lukin Amir Yacoby Ronald L. Walsworth	1
+ PDF Chat	Persistent spin and mass currents and Aharonov-Casher effect	1993	Alexander V. Balatsky B. L. Altshuler	1
+ PDF Chat	Theory of the ground-state spin of the NV<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msup><mml:mrow /><mml:mo>−</mml:mo></mml:msup></mml:math>center in diamond	2012	Marcus W. Doherty Florian Dolde Helmut Fedder Fedor Jelezko Jörg Wrachtrup Neil B. Manson Lloyd C. L. Hollenberg	1
+ PDF Chat	Julia: A Fresh Approach to Numerical Computing	2017	Jeff Bezanson Alan Edelman Stefan Karpinski Viral B. Shah	1
+ PDF Chat	Avoiding power broadening in optically detected magnetic resonance of single NV defects for enhanced dc magnetic field sensitivity	2011	A. Dréau Margarita Lesik Loïc Rondin Piernicola Spinicelli O. Arcizet Jean-François Roch V. Jacques	1
+ PDF Chat	Robust Decoupling Techniques to Extend Quantum Coherence in Diamond	2010	Colm A. Ryan J. S. Hodges David G. Cory	1
+	Multi-task Neural Networks for QSAR Predictions	2014	George E. Dahl Navdeep Jaitly Ruslan Salakhutdinov	1
+ PDF Chat	Sensing of Fluctuating Nanoscale Magnetic Fields Using Nitrogen-Vacancy Centers in Diamond	2009	Liam T. Hall Jared H. Cole Charles D. Hill Lloyd C. L. Hollenberg	1