Alexey Radul
Alexey Radul
Software Engineer, Google
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Zitiert von
Zitiert von
Automatic differentiation in machine learning: a survey
AG Baydin, BA Pearlmutter, AA Radul, JM Siskind
Journal of machine learning research 18 (153), 1-43, 2018
Simple, distributed, and accelerated probabilistic programming
D Tran, MW Hoffman, D Moore, C Suter, S Vasudevan, A Radul
Advances in Neural Information Processing Systems 31, 2018
Probabilistic programming with programmable inference
VK Mansinghka, U Schaechtle, S Handa, A Radul, Y Chen, M Rinard
Proceedings of the 39th ACM SIGPLAN Conference on Programming Language …, 2018
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
An adaptive-mcmc scheme for setting trajectory lengths in hamiltonian monte carlo
M Hoffman, A Radul, P Sountsov
International Conference on Artificial Intelligence and Statistics, 3907-3915, 2021
The art of the propagator
A Radul, GJ Sussman
Proceedings of the 2009 international lisp conference, 1-10, 2009
Propagation networks: A flexible and expressive substrate for computation
A Radul
Massachusetts Institute of Technology, 2009
Perturbation confusion in forward automatic differentiation of higher-order functions
O Manzyuk, BA Pearlmutter, AA Radul, DR Rush, JM Siskind
Journal of Functional Programming 29, e12, 2019
Report on the probabilistic language scheme
A Radul
Proceedings of the 2007 symposium on Dynamic languages, 2-10, 2007
Probabilistic programs for inferring the goals of autonomous agents
MF Cusumano-Towner, A Radul, D Wingate, VK Mansinghka
arXiv preprint arXiv:1704.04977, 2017
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
Decomposing reverse-mode automatic differentiation
R Frostig, MJ Johnson, D Maclaurin, A Paszke, A Radul
arXiv preprint arXiv:2105.09469, 2021
The base measure problem and its solution
A Radul, B Alexeev
International Conference on Artificial Intelligence and Statistics, 3583-3591, 2021
A RESTful messaging system for asynchronous distributed processing
I Jacobi, A Radul
Proceedings of the First International Workshop on RESTful Design, 46-53, 2010
Automatically batching control-intensive programs for modern accelerators
A Radul, B Patton, D Maclaurin, M Hoffman, R A Saurous
Proceedings of Machine Learning and Systems 2, 390-399, 2020
Dex: array programming with typed indices
D Maclaurin, A Radul, MJ Johnson, D Vytiniotis
Program Transformations for ML Workshop at NeurIPS 2019, 2019
Time series structure discovery via probabilistic program synthesis
U Schaechtle, F Saad, A Radul, V Mansinghka
arXiv preprint arXiv:1611.07051, 2016
Probabilistic programming with gaussian process memoization
U Schaechtle, B Zinberg, A Radul, K Stathis, VK Mansinghka
arXiv preprint arXiv:1512.05665, 2015
The art of the propagator
GJ Sussman, A Radul
AD in Fortran: Implementation via Prepreprocessor
A Radul, BA Pearlmutter, JM Siskind
Recent Advances in Algorithmic Differentiation, 273-284, 2012
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