An artificial intelligence approach to regulating systemic risk

S O'Halloran, N Nowaczyk - Frontiers in Artificial Intelligence, 2019 - frontiersin.org
We apply an artificial intelligence approach to simulate the impact of financial market
regulations on systemic risk—a topic vigorously discussed since the financial crash of 2007 …

Efficient and flexible compression of very sparse networks of big data

CK Leung, F Jiang, Y Zhang - Big Data and Social Media Analytics …, 2021 - Springer
In the current era of big data, huge amounts of valuable data and information have been
generated and collected at a very rapid rate from a wide variety of rich data sources. Social …

Dynamic initial margin estimation based on quantiles of johnson distributions

T McWalter, J Kienitz, N Nowaczyk… - Available at SSRN …, 2018 - papers.ssrn.com
The estimation of dynamic initial margin (DIM) is a challenging problem. We describe an
accurate new approach using Johnson-type distributions, which are fitted to conditional …

The Impact of Regulation on Systemic Risk

S O'Halloran, N Nowaczyk - After the Crash: Financial Crises and …, 2019 - degruyter.com
The 2007 to 2009 financial crisis was the perfect storm of failures: Wall Street, regulators,
hedge funds, all played a part. Governments responded by introducing a number of new …