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Large (and Deep) Factor Models
We open up the black box behind Deep Learning for portfolio optimization and prove that a sufficiently wide and arbitrarily deep neural network (DNN) trained to maximize the Sharpe ratio of the Stochastic Discount Factor (SDF) is equivalent to a large factor model (LFM): A linear factor pricing model that uses many non-linear characteristics.
StemGen: A music generation model that listens
End-to-end generation of musical audio using deep learning techniques has seen an explosion of activity recently.
Computer Vision for Construction Progress Monitoring: A Real-Time Object Detection Approach
Construction progress monitoring (CPM) is essential for effective project management, ensuring on-time and on-budget delivery.
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