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Jesse Perla

University of British Columbia (UBC)

2329 West Mall

Vancouver, British Columbia BC V6T 1Z4

Canada

  • University of British Columbia (UBC)

SCHOLARLY PAPERS

5

DOWNLOADS

389

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Taming the Curse of Dimensionality: Quantitative Economics with Deep Learning

Downloads 154 (261,408)

Taming the Curse of Dimensionality: Quantitative Economics with Deep Learning

CESifo Working Paper Series No. 11448
Number of pages: 51 Posted: 03 Dec 2024
Jesús Fernández-Villaverde, Galo Nuño and Jesse Perla
University of Pennsylvania - Department of Economics, Banco de España and University of British Columbia (UBC)
Downloads 123 (586,679)

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deep learning, quantitative economics

Taming the Curse of Dimensionality: Quantitative Economics with Deep Learning

NBER Working Paper No. w33117
Number of pages: 50 Posted: 06 Nov 2024
Jesús Fernández-Villaverde, Galo Nuño and Jesse Perla
University of Pennsylvania - Department of Economics, Banco de España and University of British Columbia (UBC)
Downloads 31 (1,341,098)
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2.

Exploiting Symmetry in High-Dimensional Dynamic Programming

Downloads 88 (753,595)

Exploiting Symmetry in High-Dimensional Dynamic Programming

CESifo Working Paper No. 9161
Number of pages: 50 Posted: 01 Jul 2021
Mahdi Ebrahimi Kahou, Jesús Fernández-Villaverde, Jesse Perla and Arnav Sood
University of British Columbia (UBC), University of Pennsylvania - Department of Economics, University of British Columbia (UBC) and Carnegie Mellon University
Downloads 87 (767,205)

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Exploiting Symmetry in High-Dimensional Dynamic Programming

CEPR Discussion Paper No. DP16285
Number of pages: 51 Posted: 14 Jul 2021
Mahdi Ebrahimi Kahou, Jesús Fernández-Villaverde, Jesse Perla and Arnav Sood
University of British Columbia (UBC), University of Pennsylvania - Department of Economics, University of British Columbia (UBC) and Carnegie Mellon University
Downloads 1 (1,664,434)
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3.

Spooky Boundaries at a Distance: Inductive Bias, Dynamic Models, and Behavioral Macro

Downloads 74 (844,901)

Spooky Boundaries at a Distance: Inductive Bias, Dynamic Models, and Behavioral Macro

CESifo Working Paper No. 11292
Number of pages: 45 Posted: 23 Oct 2024
Mahdi Ebrahimi Kahou, Jesús Fernández-Villaverde, Sebastian Gomez-Cardona, Jesse Perla and Jan Rosa
University of British Columbia (UBC), University of Pennsylvania, Morningstar Investment Management, University of British Columbia (UBC) and University of British Columbia (UBC) - Vancouver School of Economics
Downloads 51 (1,072,374)

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machine learning, inductive bias, rational expectations, transitional dynamics, transversality, behavioural macroeconomics

Spooky Boundaries at a Distance: Inductive Bias, Dynamic Models, and Behavioral Macro

NBER Working Paper No. w32850
Number of pages: 44 Posted: 19 Aug 2024
Mahdi Ebrahimi Kahou, Jesús Fernández-Villaverde, Sebastian Gomez-Cardona, Jesse Perla and Jan Rosa
University of British Columbia (UBC), University of Pennsylvania - Department of Economics, Morningstar Investment Management, University of British Columbia (UBC) and University of British Columbia (UBC) - Vancouver School of Economics
Downloads 23 (1,459,262)

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4.

Exploiting Symmetry in High-Dimensional Dynamic Programming

NBER Working Paper No. w28981
Number of pages: 52 Posted: 05 Jul 2021 Last Revised: 10 Mar 2023
Mahdi Ebrahimi Kahou, Jesús Fernández-Villaverde, Jesse Perla and Arnav Sood
University of British Columbia (UBC), University of Pennsylvania - Department of Economics, University of British Columbia (UBC) and Carnegie Mellon University
Downloads 39 (1,196,171)

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5.

Differentiable State-Space Models and Hamiltonian Monte Carlo Estimation

NBER Working Paper No. w30573
Number of pages: 80 Posted: 26 Oct 2022 Last Revised: 16 Jul 2023
David Childers, Jesús Fernández-Villaverde, Jesse Perla, Christopher Rackauckas and Peifan Wu
Carnegie Mellon University, University of Pennsylvania - Department of Economics, University of British Columbia (UBC), Massachusetts Institute of Technology (MIT) and Amazon
Downloads 34 (1,263,436)

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