Slides from the SMU PhD Research Workshop + Information Session
This talk focuses on data analytics, AI, and machine learning, examinig different uses cases for methods. Examples include portfolio allocation using statistics, misreporting detection using machine learning, and transformer neural network applications.
Presentation on “Understanding Sentiment Through Financial Context.”
Slides from the SMU PhD Research Workshop + Information Session
This talk extends on Brown, Crowley, and Elliott (2020, JAR) by discussing time-variation in misreporting predictability and demonstrating the effectiveness of nonparametric ML-based methods for prediction.
Slides from the SMU PhD Research Workshop + Information Session
Slides from the 2021 SMU PhD Research Workshop
Presentation for SMU’s Second Interdisciplinary Seminar
Summer camp lecture presented to the IIM Calcutta Summer Camp, 2021
Public lecture on “Using Machine Learning to Detect Financial Fraud.”
Presentation on textual analytics and NLP in accounting research.
Slides from the SMU PhD Research Workshop + Information Session
Presentation on textual analytics and NLP in accounting research.
Presentation on “Executive Tweets.”
Discussion of “Natural Disasters, Loan Loss Accounting and Subsequent Lending” by Chamberlain, Vijayaraghavan and Zheng.
Presentation on textual analytics and NLP in accounting research.
Slides from the SMU PhD Research Workshop + Information Session
Slides from my Data Science Singapore (DSSG) talk
A brief overview of using machine learning to detect financial misreporting at scale.
Presentation on textual analytics and NLP in accounting research.
Presentation on bitcoin and accounting.