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Machine Learning content
For What It’s Worth: Measuring Land Value in the...
This paper develops a new method for valuing land, a key asset on a nation’s balance sheet. The method first employs an unsupervised machine learning method, which means clustering, to…
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Structure-Driven Algorithm Design in Optimization...
A textbook property of optimization algorithms is their ability to optimize problems under generic regularity conditions. However, the performance of these fundamental and general-purpose optimization algorithms is often unsatisfactory; indeed,…
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Automation, Artificial Intelligence, and Machine...
This In Focus discusses developments in automated decision-making, artificial intelligence (AI), and machine learning (ML) in consumer loan underwriting. First, it focuses on market developments, and then it discusses the…
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