Browsing: Artificial Intelligence

Artificial Intelligence

Using Alternative Data and Machine Learning in Alternative Asset Classes

Mar 30th, 2020 | Filed under: Newly Added, Alternative data, Technology, Fintech, Artificial Intelligence, Machine Learning, Algorithmic and high-frequency trading, Risk management, Technology, Risk Management & Operations, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association Michael Oliver Weinberg and Peter Strikwerda work at the Dutch pension fund APG and serve as the head of hedge funds and alternative alpha and the global head of digital and innovation, respectively. CAIA Association and FDPRead More


Machine learning is not magic—It is just a tool!

Mar 20th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Machine Learning, Algorithmic and high-frequency trading, Business News, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association “Building your dream has to start now There’s no other road to take You won’t make a mistake I’ll be guiding you You have to believe we are magic Nothin’ can stand in our way” – OliviaRead More


Are the Robots Really Taking Over?

Mar 5th, 2020 | Filed under: Newly Added, Technology, Fintech, Artificial Intelligence, Machine Learning, Hedge Funds, Asset Allocation Models, Allocating to A.I., Other Topics in A.I.

By Aaron Filbeck, CFA, CAIA, CIPM, Associate Director, Content Development at CAIA Association Excerpted from the Alternative Investment Analyst Review, Volume 8, Issue 3 The Alternative Investment Analyst Review is the official publication of the CAIA Association.  Access to the most current issue is an exclusive benefit of CAIA Membership whileRead More


A Walk Through the Forest with Joe Simonian

Mar 4th, 2020 | Filed under: Newly Added, Technology, Artificial Intelligence, Machine Learning, Other Topics in A.I.

What Does Machine Learning Have to do with Fama and French? By Keith Black, PhD, CFA, CAIA, FDP, Managing Director, CAIA Association “I went to the woods because I wished to live deliberately, to front only the essential facts of life, and see if I could not learn what itRead More


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


Lessons from CAIS 2020

Feb 11th, 2020 | Filed under: Newly Added, Artificial Intelligence, ESG, Debt Types of Private Equity, Institutional Investing, Socially responsible investing, Hedge Funds, Equity Types of Private Equity, Personalities in AI, Alternative Investments in Context, Economics, Climate change, Institutional Asset Management, Private Investments, SRI and Clean Energy, Macroeconomics, Allocating to A.I., Other Topics in A.I.

John Bowman, CFA, Senior Managing Director at CAIA Association “You’re a kite dancing in a hurricane, Mr. Bond.” (Mr. White to 007, Spectre) Despite the crystal blue island water, softly rolling Caribbean tide, and perfect skies outside the hotel all week, I opened my conference wrap-up panel reminding delegates forRead 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


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


Start Your Algorithms: Speed is Good Again, or is it?

Dec 30th, 2019 | Filed under: Newly Added, Technology, Fintech, Artificial Intelligence, Algorithmic and high-frequency trading, Hedge Fund Strategies, The A.I. Industry, Alpha Strategies, Hedge Funds, Business News

Until the final days of 2019, it has been a quiet year for high-frequency trading-related news. The whole concept of a trade executed in nanoseconds, and the related concept of a trading program managed with only sporadic human intervention or oversight, have all faded into background assumptions. What remains isRead More


Machine Learning: Beyond the Fear of Unknown Unknowns

Nov 17th, 2019 | Filed under: Newly Added, Technology, Artificial Intelligence, Algorithmic and high-frequency trading, The A.I. Industry, Equity Hedge Funds, Alpha Strategies, Hedge Funds, Event-Driven Hedge Funds, Business News, Macro and Managed Futures Funds, Other Topics in A.I.

Machine learning as a way of managing a portfolio is a “wave of the future” with a lot of sea to cover before it breaks on the shore. Meson Capital Partners has sent its investors an update and summary for 2019 Q3 regarding its managed market neutral fund, and thisRead More


Climate Change and Artificial Intelligence as Investment Mega-Trends

Sep 24th, 2019 | Filed under: Newly Added, Technology, Artificial Intelligence, Private Equity, The A.I. Industry, Alpha Strategies, Venture capital, Emerging Alternative Investments, The Global Economy & Currencies, Other Issues in Private Investments, Private Investments, Frontier markets, SRI and Clean Energy, Other Topics in A.I.

A report from CREATE in collaboration with BNY Mellon looks at two related megatrends in investing—climate change and artificial intelligence. It asks in each case: how is this trend perceived in terms of opportunities and risks? What are the specific investment issues involved or solutions likely to be adopted? AndRead More