AI Again

Richard D. Bateson

Chapter 6 in Quantitative Hedge Funds:Discretionary, Systematic, AI, ESG and Quantamental, 2022, pp 149-172 from World Scientific Publishing Co. Pte. Ltd.

Abstract: The following sections are included:AI RevisitedClassifying Cats and DogsMachine Learning for Hedge FundsThe Growth and Death of AI FundsVon Neumann’s ElephantOne Financial HistoryMachine Learning TechniquesAlgorithmic indifference?Artificial Neural NetworksFrom perceptrons to neural netsTraining neural netsOver-fitting marketsRoutes to successThe Simplest ML Technique — kNNApplying kNN to L/S equitiesComparison with Traditional Systematic InvestingStrategy conceptionSignal combinationThe strategy algorithmMarket adaptationModel transparencyThe Future of Machine Learning for Investing

Keywords: Hedge Fund; Investing; Investments; Investment Strategies; Discretionary Investing; Trading; Fund Management; Systematic Trading; Systematic Investing; CTA; Long/Short Equity; Equity Factors; Factor Investing; AI; AI Investing; Machine Learning; ESG; ESG Investing; Alternative Data; Quantamental (search for similar items in EconPapers)
JEL-codes: G1 G11 G12 (search for similar items in EconPapers)
Date: 2022
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