Alexey Radul

According to our database, Alexey Radul authored at least 26 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

You Only Linearize Once: Tangents Transpose to Gradients.

Alexey Radul, Adam Paszke, Roy Frostig, Matthew J. Johnson, Dougal Maclaurin

Proc. ACM Program. Lang., January, 2023

2022

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

Dougal Maclaurin, Alexey Radul, Adam Paszke

Proceedings of the 34th Symposium on Implementation and Application of Functional Languages, 2022

2021

Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming.

Adam Paszke, Daniel D. Johnson, David Duvenaud, Dimitrios Vytiniotis, Alexey Radul, Matthew J. Johnson, Jonathan Ragan-Kelley, Dougal Maclaurin

Proc. ACM Program. Lang., 2021

Decomposing reverse-mode automatic differentiation.

Roy Frostig, Matthew J. Johnson, Dougal Maclaurin, Adam Paszke, Alexey Radul

CoRR, 2021

The Base Measure Problem and its Solution.

Alexey Radul, Boris Alexeev

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo.

Matthew Hoffman, Alexey Radul, Pavel Sountsov

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Automatically batching control-intensive programs for modern accelerators.

Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

Perturbation confusion in forward automatic differentiation of higher-order functions.

Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind

J. Funct. Program., 2019

2018

Aronnax: An idealised isopycnal ocean model.

Edward W. Doddridge, Alexey Radul

J. Open Source Softw., 2018

Simple, Distributed, and Accelerated Probabilistic Programming.

Dustin Tran, Matthew D. Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul, Matthew J. Johnson, Rif A. Saurous

CoRR, 2018

Probabilistic programming with programmable inference.

Vikash K. Mansinghka, Ulrich Schaechtle, Shivam Handa, Alexey Radul, Yutian Chen, Martin C. Rinard

Proceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2018

Simple, Distributed, and Accelerated Probabilistic Programming.

Dustin Tran, Matthew D. Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Automatic Differentiation in Machine Learning: a Survey.

Atilim Gunes Baydin, Barak A. Pearlmutter, Alexey Andreyevich Radul, Jeffrey Mark Siskind

J. Mach. Learn. Res., 2017

Probabilistic programs for inferring the goals of autonomous agents.

Marco F. Cusumano-Towner, Alexey Radul, David Wingate, Vikash K. Mansinghka

CoRR, 2017

2015

Probabilistic Programming with Gaussian Process Memoization.

Ulrich Schaechtle, Ben Zinberg, Alexey Radul, Kostas Stathis, Vikash K. Mansinghka

CoRR, 2015

Automatic differentiation in machine learning: a survey.

Atilim Gunes Baydin, Barak A. Pearlmutter, Alexey Andreyevich Radul

CoRR, 2015

2012

Killer Problems.

Tanya Khovanova, Alexey Radul

Am. Math. Mon., 2012

Confusion of Tagged Perturbations in Forward Automatic Differentiation of Higher-Order Functions

Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind

CoRR, 2012

AD in Fortran, Part 2: Implementation via Prepreprocessor

Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind

CoRR, 2012

AD in Fortran, Part 1: Design

Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind

CoRR, 2012

2010

Baron Munchhausen's Sequence

Tanya Khovanova, Konstantin Knop, Alexey Radul

CoRR, 2010

A RESTful messaging system for asynchronous distributed processing.

Ian Jacobi, Alexey Radul

Proceedings of the First International Workshop on RESTful Design, 2010

2009

Flexible and expressive substrate for computation.

Alexey Radul

PhD thesis, 2009

2007

Report on the probabilistic language scheme.

Alexey Radul

Proceedings of the 2007 Symposium on Dynamic Languages, 2007

2006

Question Answering Experiments and Resources.

Boris Katz, Gregory Marton, Sue Felshin, Daniel Loreto, Ben Lu, Federico Mora, Özlem Uzuner, Michael McGraw-Herdeg, Natalie Cheung, Alexey Radul, Yuan Kui Shen, Yuan Luo, Gabriel Zaccak

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Nuggeteer: Automatic Nugget-Based Evaluation using Descriptions and Judgements.

Gregory Marton, Alexey Radul

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006