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07/05/2023
High-Dimensional Expected Shortfall Regression
The expected shortfall is defined as the average over the tail below (or...
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10/04/2021
Global Convergence and Stability of Stochastic Gradient Descent
In machine learning, stochastic gradient descent (SGD) is widely deploye...
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11/05/2020
