Details about Ajit Desai

Access statistics for papers by Ajit Desai.

Last updated 2024-04-07. Update your information in the RePEc Author Service.

Short-id: pde1340

Working Papers

2024

1. Finding a Needle in a Haystack: A Machine Learning Framework for Anomaly Detection in Payment Systems
   Staff Working Papers, Bank of Canada
   Also in BIS Working Papers, Bank for International Settlements (2024)
   See also Chapter Finding a needle in a haystack: a machine learning framework for anomaly detection in payment systems, IFC Bulletins chapters, Bank for International Settlements (2024) (2024)

2023

2. From LVTS to Lynx: Quantitative Assessment of Payment System Transition
   Staff Working Papers, Bank of Canada View citations (4)
3. Machine Learning for Economics Research: When What and How?
   Papers, arXiv.org
   Also in Staff Analytical Notes, Bank of Canada (2023)

2022

4. Improving the Efficiency of Payments Systems Using Quantum Computing
   Staff Working Papers, Bank of Canada View citations (5)
   See also Journal Article Improving the Efficiency of Payments Systems Using Quantum Computing, Management Science, INFORMS (2024) (2024)
5. Macroeconomic Predictions Using Payments Data and Machine Learning
   Staff Working Papers, Bank of Canada View citations (3)
   Also in Papers, arXiv.org (2022) View citations (4)
   See also Journal Article Macroeconomic Predictions Using Payments Data and Machine Learning, Forecasting, MDPI (2023) View citations (1) (2023)

2021

6. Estimating Policy Functions in Payments Systems Using Reinforcement Learning
   Staff Working Papers, Bank of Canada View citations (5)
7. Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19
   Staff Working Papers, Bank of Canada View citations (9)
   See also Journal Article Using payments data to nowcast macroeconomic variables during the onset of Covid-19, Journal of Financial Market Infrastructures, Journal of Financial Market Infrastructures

Journal Articles

2024

1. Improving the Efficiency of Payments Systems Using Quantum Computing
   Management Science, 2024, 70, (10), 7325-7341
   See also Working Paper Improving the Efficiency of Payments Systems Using Quantum Computing, Staff Working Papers (2022) View citations (5) (2022)

2023

2. From LVTS to Lynx: Quantitative assessment of payment system transition in Canada
   Journal of Payments Strategy & Systems, 2023, 17, (3), 291-314 View citations (4)
3. Macroeconomic Predictions Using Payments Data and Machine Learning
   Forecasting, 2023, 5, (4), 1-32 View citations (1)
   See also Working Paper Macroeconomic Predictions Using Payments Data and Machine Learning, Staff Working Papers (2022) View citations (3) (2022)

2010

4. Analysis of a Nonlinear Aeroelastic System with Parametric Uncertainties Using Polynomial Chaos Expansion
   Mathematical Problems in Engineering, 2010, 2010, 1-21

Undated

5. Using payments data to nowcast macroeconomic variables during the onset of Covid-19
   Journal of Financial Market Infrastructures
   See also Working Paper Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19, Staff Working Papers (2021) View citations (9) (2021)

Chapters

2024

1. Finding a needle in a haystack: a machine learning framework for anomaly detection in payment systems
   A chapter in Granular data: new horizons and challenges, 2024, vol. 61
   See also Working Paper Finding a Needle in a Haystack: A Machine Learning Framework for Anomaly Detection in Payment Systems, Bank of Canada (2024) (2024)