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This article uses automated machine learning to discover the most relevant determinants of non-fungible tokens (NFT) prices. NFTs pricing is affected by several internal and external factors, including market conditions, network factors, and NFTs features. Automated Machine Learning (AML) is a...
Persistent link: https://www.econbiz.de/10014239326
Automated machine learning extends the search space to include hyperparameters and algorithm selection. We apply automated machine learning (AutoML) to cross sectional stock return prediction with factors. We formulate factor dimension reduction and hyperparameter tuning in conventional ML...
Persistent link: https://www.econbiz.de/10014346975
Automated machine learning extends the search space to include hyperparameters and algorithm selection. We apply automated machine learning (AutoML) to cross sectional stock return prediction with factors. We formulate factor dimension reduction and hyperparameter tuning in conventional ML...
Persistent link: https://www.econbiz.de/10014353489
Predictive AI is increasingly used to guide decisions on agents. I show that even a bias-neutral predictive AI can potentially amplify exogenous (human) bias in settings where the predictive AI represents a cost-adjusted precision gain to unbiased predictions, and the final judgments are made by...
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We examine the impact of Articial Intelligence (AI) on productivity in the context of taxi drivers. The AI we study assists drivers with finding customers by suggesting routes along which the demand is predicted to be high. We find that AI improves drivers' productivity by shortening the...
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