Ajit Desai

Bank of Canada

234 Wellington Street

Ontario, Ottawa K1A 0G9

Canada

SCHOLARLY PAPERS

4

DOWNLOADS

1,593

TOTAL CITATIONS

7

Ideas:
“  Areas of Interest: Applied Machine Learning, Reinforcement Learning, Payments Systems, Macroeconomics Predictions, Time-Series Forecasting, Anomaly Detection  ”

Scholarly Papers (4)

1.

Macroeconomic Predictions using Payments Data and Machine Learning

Number of pages: 46 Posted: 20 Aug 2021 Last Revised: 09 May 2022
James T. E. Chapman and Ajit Desai
Government of Canada - Bank of Canada and Bank of Canada
Downloads 565 (101,360)
Citation 6

Abstract:

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Nowcasting, Payments data, Machine learning, Interpretability, Overfitting

2.

Estimating Policy Functions in Payment Systems using Reinforcement Learning

Number of pages: 40 Posted: 12 Feb 2021
Google Inc., Bank of Canada, Government of Canada - Bank of Canada, University of California, Santa Barbara (UCSB) and Bank of Canada
Downloads 499 (118,073)
Citation 1

Abstract:

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Artificial intelligence, Reinforcement learning, Payments systems

3.

Machine Learning for Economics Research: When What and How?

Number of pages: 15 Posted: 14 Apr 2023 Last Revised: 21 Apr 2023
Ajit Desai
Bank of Canada
Downloads 483 (122,794)

Abstract:

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Economics, Econometrics, Machine learning

4.

Estimating Policy Functions in Payments Systems Using Reinforcement Learning

Number of pages: 34 Posted: 22 Sep 2022
Google Inc., Bank of Canada, affiliation not provided to SSRN, Independent and affiliation not provided to SSRN
Downloads 46 (822,761)

Abstract:

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Artificial intelligence, Reinforcement learning, High-value payments systems, Strategic games