Alexey Radul

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 17

Top Venues

CoRR

AISTATS

Proc. ACM Program. Lang.

PLDI

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Alexey Radul, Adam Paszke, Roy Frostig, Matthew J. Johnson, Dougal Maclaurin
You Only Linearize Once: Tangents Transpose to Gradients. Proc. ACM Program. Lang. 7 (POPL) (2023)
Dougal Maclaurin, Alexey Radul, Adam Paszke
The Foil: Capture-Avoiding Substitution With No Sharp Edges. CoRR (2022)
Dougal Maclaurin, Alexey Radul, Adam Paszke
The Foil: Capture-Avoiding Substitution With No Sharp Edges. IFL (2022)
Alexey Radul, Adam Paszke, Roy Frostig, Matthew J. Johnson, Dougal Maclaurin
You Only Linearize Once: Tangents Transpose to Gradients. CoRR (2022)
Adam Paszke, Daniel D. Johnson, David Duvenaud, Dimitrios Vytiniotis, Alexey Radul, Matthew J. Johnson, Jonathan Ragan-Kelley, Dougal Maclaurin
Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming. Proc. ACM Program. Lang. 5 (POPL) (2021)
Matthew Hoffman, Alexey Radul, Pavel Sountsov
An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo. AISTATS (2021)
Adam Paszke, Daniel D. Johnson, David Duvenaud, Dimitrios Vytiniotis, Alexey Radul, Matthew J. Johnson, Jonathan Ragan-Kelley, Dougal Maclaurin
Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming. CoRR (2021)
Roy Frostig, Matthew J. Johnson, Dougal Maclaurin, Adam Paszke, Alexey Radul
Decomposing reverse-mode automatic differentiation. CoRR (2021)
Alexey Radul, Boris Alexeev
The Base Measure Problem and its Solution. AISTATS (2021)
Alexey Radul, Boris Alexeev
The Base Measure Problem and its Solution. CoRR (2020)
Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous
Automatically batching control-intensive programs for modern accelerators. MLSys (2020)
Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous
Automatically Batching Control-Intensive Programs for Modern Accelerators. CoRR (2019)
Edward W. Doddridge, Alexey Radul
Aronnax: An idealised isopycnal ocean model. J. Open Source Softw. 3 (26) (2018)
Dustin Tran, Matthew D. Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul
Simple, Distributed, and Accelerated Probabilistic Programming. NeurIPS (2018)
Dustin Tran, Matthew D. Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul, Matthew J. Johnson, Rif A. Saurous
Simple, Distributed, and Accelerated Probabilistic Programming. CoRR (2018)
Vikash K. Mansinghka, Ulrich Schaechtle, Shivam Handa, Alexey Radul, Yutian Chen, Martin Rinard
Probabilistic programming with programmable inference. PLDI (2018)
Marco F. Cusumano-Towner, Alexey Radul, David Wingate, Vikash K. Mansinghka
Probabilistic programs for inferring the goals of autonomous agents. CoRR (2017)
Ulrich Schaechtle, Ben Zinberg, Alexey Radul, Kostas Stathis, Vikash K. Mansinghka
Probabilistic Programming with Gaussian Process Memoization. CoRR (2015)
Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind
AD in Fortran, Part 1: Design CoRR (2012)
Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind
AD in Fortran, Part 2: Implementation via Prepreprocessor CoRR (2012)
Tanya Khovanova, Alexey Radul
Killer Problems. Am. Math. Mon. 119 (10) (2012)
Tanya Khovanova, Konstantin Knop, Alexey Radul
Baron Munchhausen's Sequence CoRR (2010)
Ian Jacobi, Alexey Radul
A RESTful messaging system for asynchronous distributed processing. WS-REST (2010)
Alexey Radul
Report on the probabilistic language scheme. DLS (2007)
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
Question Answering Experiments and Resources. TREC (2006)
Gregory Marton, Alexey Radul
Nuggeteer: Automatic Nugget-Based Evaluation using Descriptions and Judgements. HLT-NAACL (2006)

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Publication Activity (10 Years)

Top Topics

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Alexey Radul