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Barak A. Pearlmutter

◀ ▶ joint publications with Jeffrey Mark Siskind

> Home > Persons > Barak A. Pearlmutter

Publications

2019
[j31]
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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)
2018
[j30]
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  - journals/oms/SiskindP18
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Jeffrey Mark Siskind, Barak A. Pearlmutter:
Divide-and-conquer checkpointing for arbitrary programs with no user annotation. Optim. Methods Softw. 33(4-6): 1288-1330 (2018)
2017
[j29]
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  - journals/jmlr/BaydinPRS17
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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)
[i14]
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  - journals/corr/abs-1708-06799
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Jeffrey Mark Siskind, Barak A. Pearlmutter:
Divide-and-Conquer Checkpointing for Arbitrary Programs with No User Annotation. CoRR abs/1708.06799 (2017)
2016
[i13]
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  - journals/corr/SiskindP16
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Jeffrey Mark Siskind, Barak A. Pearlmutter:
Binomial Checkpointing for Arbitrary Programs with No User Annotation. CoRR abs/1611.03410 (2016)
[i12]
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  - journals/corr/SiskindP16a
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Jeffrey Mark Siskind, Barak A. Pearlmutter:
Efficient Implementation of a Higher-Order Language with Built-In AD. CoRR abs/1611.03416 (2016)
[i11]
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Atilim Günes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind:
DiffSharp: An AD Library for .NET Languages. CoRR abs/1611.03423 (2016)
[i10]
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  - journals/corr/KellyPS16
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Robert Kelly, Barak A. Pearlmutter, Jeffrey Mark Siskind:
Evolving the Incremental λ Calculus into a Model of Forward Automatic Differentiation (AD). CoRR abs/1611.03429 (2016)
[i9]
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Atilim Günes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind:
Tricks from Deep Learning. CoRR abs/1611.03777 (2016)
2015
[i7]
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  - journals/corr/BaydinPS15
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Atilim Gunes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind:
DiffSharp: Automatic Differentiation Library. CoRR abs/1511.07727 (2015)
2014
[c27]
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  - conf/eccv/BarbuBCNXCFHHHMPSTW14
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Andrei Barbu, Daniel Paul Barrett, Wei Chen, Siddharth Narayanaswamy, Caiming Xiong, Jason J. Corso, Christiane D. Fellbaum, Catherine Hanson, Stephen José Hanson, Sébastien Hélie, Evguenia Malaia, Barak A. Pearlmutter, Jeffrey Mark Siskind, Thomas Michael Talavage, Ronnie B. Wilbur:
Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions. ECCV (5) 2014: 612-627
2012
[i4]
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  - journals/corr/abs-1203-1448
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Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind:
AD in Fortran, Part 1: Design. CoRR abs/1203.1448 (2012)
[i3]
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  - journals/corr/abs-1203-1450
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Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind:
AD in Fortran, Part 2: Implementation via Prepreprocessor. CoRR abs/1203.1450 (2012)
[i2]
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  - journals/corr/abs-1211-4892
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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)
2008
[j24]
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  - journals/lisp/SiskindP08
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Jeffrey Mark Siskind, Barak A. Pearlmutter:
Nesting forward-mode AD in a functional framework. High. Order Symb. Comput. 21(4): 361-376 (2008)
[j22]
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  - journals/toplas/PearlmutterS08
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Barak A. Pearlmutter, Jeffrey Mark Siskind:
Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator. ACM Trans. Program. Lang. Syst. 30(2): 7:1-7:36 (2008)
2007
[c22]
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Jeffrey Mark Siskind, Barak A. Pearlmutter:
First-class nonstandard interpretations by opening closures. POPL 2007: 71-76
[c21]
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Barak A. Pearlmutter, Jeffrey Mark Siskind:
Lazy multivariate higher-order forward-mode AD. POPL 2007: 155-160

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