Browsing: Machine Learning

Machine Learning

In the room where it happens: An investigation of the potential of regulatory technology

Feb 26th, 2020 | Filed under: Newly Added, Artificial Intelligence, Machine Learning, Technology

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy at CAIA Association Do you want to be in the room where it happens, when “The Smartest Guys in the Room”* are plotting their fraud and trying to prevent the demise of Enron? Look around at how lucky weRead More


Big Data is a Big Deal

Feb 17th, 2020 | Filed under: Newly Added, Machine Learning, The A.I. Industry

By Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association CAIA’s second webinar starring the authors of papers that are required readings for the FDP exam featured Gene Getman, CAIA, a client portfolio manager and product specialist for Lombard Odier Investment Managers. He detailed how LombardRead More


Alternative Data: A Road to Alpha

Feb 2nd, 2020 | Filed under: Newly Added, Technology, Fintech, Artificial Intelligence, Machine Learning, Hedge Fund Industry Trends, Real Estate, Private Equity, The A.I. Industry, Hedge Funds, Private Investments, Real Estate Equity Investments, Allocating to A.I., Other Topics in A.I.

Investment management firms are increasingly hard-pressed to hedge away risks, increase alpha, and lower costs: a daunting agenda. One way of going about that is by knowing what is going on in the underlying markets more quickly than the competitors and counterparties do.  To that end: alternative data. Investment firms,Read More


A Conversation with the Institute of Business Ethics

Jan 30th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Machine Learning, The A.I. Industry, Other Topics in A.I.

By Keith Black, PhD, CFA, CAIA, FDP | Managing Director, Content Strategy at CAIA Association Recently, CAIA Association sat down for a conversation with Guen Donde, the Head of Research for the Institute of Business Ethics (IBE).  Life moves pretty fast in the world of GDPR, big data, and artificialRead More


Taleb: What Size Tail Does the Smart Money Bet On?

Jan 28th, 2020 | Filed under: Newly Added, Machine Learning, The A.I. Industry, Financial Economics Theory, Risk management, Behavioral finance, Risk Management Strategies & Processes, Finance & Economics, Other Topics in A.I.

Statistician/philosopher Nassim Nicholas Taleb critiques “behavioral” economics and finance as he looks at the differences between “binary forecasts” and “real world payoffs,” in a recent paper for the International Journal of Forecasting. Much of the argument will be familiar to those who have some acquaintance with Taleb’s work as itRead More


False Positives and Machine Learning

Jan 23rd, 2020 | Filed under: Newly Added, Alternative data, Technology, Fintech, Artificial Intelligence, Machine Learning, CTA, The A.I. Industry, Risk management, Hedge Funds, Alternative Investments in Context, Risk Management Strategies & Processes, Other Topics in A.I.

There is a high rate of failure among quant funds. These include smart beta, factor investing, statistical arbitrage, and CTAs. Such false positive strategies are a widespread industry problem. Since psychiatrists have long traded on the ability of the human mind to find an elaborate narrative in a random inkRead More