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ORCIDAlexey Radul
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2020 – today
- 2023
[j6]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): 1246-1274 (2023)- 2022
- [c10]Dougal Maclaurin, Alexey Radul, Adam Paszke:
The Foil: Capture-Avoiding Substitution With No Sharp Edges. IFL 2022: 8:1-8:10 - [i14]Alexey Radul, Adam Paszke, Roy Frostig, Matthew J. Johnson, Dougal Maclaurin:
You Only Linearize Once: Tangents Transpose to Gradients. CoRR abs/2204.10923 (2022) - [i13]Dougal Maclaurin, Alexey Radul, Adam Paszke:
The Foil: Capture-Avoiding Substitution With No Sharp Edges. CoRR abs/2210.04729 (2022) - 2021
- [j5]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(ICFP): 1-29 (2021) - [c9]Alexey Radul, Boris Alexeev:
The Base Measure Problem and its Solution. AISTATS 2021: 3583-3591 - [c8]Matthew Hoffman, Alexey Radul, Pavel Sountsov:
An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo. AISTATS 2021: 3907-3915 - [i12]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 abs/2104.05372 (2021) - [i11]Roy Frostig, Matthew J. Johnson, Dougal Maclaurin, Adam Paszke, Alexey Radul:
Decomposing reverse-mode automatic differentiation. CoRR abs/2105.09469 (2021) - 2020
- [c7]Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous:
Automatically batching control-intensive programs for modern accelerators. MLSys 2020 - [i10]Alexey Radul, Boris Alexeev:
The Base Measure Problem and its Solution. CoRR abs/2010.09647 (2020)
2010 – 2019
- 2019
- [j4]Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind:
Perturbation confusion in forward automatic differentiation of higher-order functions. J. Funct. Program. 29: e12 (2019) - [i9]Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous:
Automatically Batching Control-Intensive Programs for Modern Accelerators. CoRR abs/1910.11141 (2019) - 2018
- [j3]Edward W. Doddridge, Alexey Radul:
Aronnax: An idealised isopycnal ocean model. J. Open Source Softw. 3(26): 592 (2018) - [c6]Dustin Tran, Matthew D. Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul:
Simple, Distributed, and Accelerated Probabilistic Programming. NeurIPS 2018: 7609-7620 - [c5]Vikash K. Mansinghka, Ulrich Schaechtle, Shivam Handa, Alexey Radul, Yutian Chen, Martin C. Rinard:
Probabilistic programming with programmable inference. PLDI 2018: 603-616 - [i8]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 abs/1811.02091 (2018) - 2017
- [j2]Atilim Gunes Baydin, Barak A. Pearlmutter, Alexey Andreyevich Radul, Jeffrey Mark Siskind:
Automatic Differentiation in Machine Learning: a Survey. J. Mach. Learn. Res. 18: 153:1-153:43 (2017) - [i7]Marco F. Cusumano-Towner, Alexey Radul, David Wingate, Vikash K. Mansinghka:
Probabilistic programs for inferring the goals of autonomous agents. CoRR abs/1704.04977 (2017) - 2015
- [i6]Atilim Gunes Baydin, Barak A. Pearlmutter, Alexey Andreyevich Radul:
Automatic differentiation in machine learning: a survey. CoRR abs/1502.05767 (2015) - [i5]Ulrich Schaechtle, Ben Zinberg, Alexey Radul, Kostas Stathis, Vikash K. Mansinghka:
Probabilistic Programming with Gaussian Process Memoization. CoRR abs/1512.05665 (2015) - 2012
- [j1]Tanya Khovanova, Alexey Radul:
Killer Problems. Am. Math. Mon. 119(10): 815-823 (2012) - [i4]Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind:
AD in Fortran, Part 1: Design. CoRR abs/1203.1448 (2012) - [i3]Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind:
AD in Fortran, Part 2: Implementation via Prepreprocessor. CoRR abs/1203.1450 (2012) - [i2]Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind:
Confusion of Tagged Perturbations in Forward Automatic Differentiation of Higher-Order Functions. CoRR abs/1211.4892 (2012) - 2010
- [c4]Ian Jacobi, Alexey Radul:
A RESTful messaging system for asynchronous distributed processing. WS-REST 2010: 46-53 - [i1]Tanya Khovanova, Konstantin Knop, Alexey Radul:
Baron Munchhausen's Sequence. CoRR abs/1003.3406 (2010)
2000 – 2009
- 2009
- [b1]Alexey Radul:
Flexible and expressive substrate for computation. Massachusetts Institute of Technology, Cambridge, MA, USA, 2009 - 2007
- [c3]Alexey Radul:
Report on the probabilistic language scheme. DLS 2007: 2-10 - 2006
- [c2]Gregory Marton, Alexey Radul:
Nuggeteer: Automatic Nugget-Based Evaluation using Descriptions and Judgements. HLT-NAACL 2006 - [c1]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
Coauthor Index
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