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cs.LG2023
Learning the Efficient Frontier
Philippe Chatigny, Ivan Sergienko, Ryan Ferguson +2
The efficient frontier (EF) is a fundamental resource allocation problem where one has to find an optimal portfolio maximizing a reward at a given level of risk. This optimal solut…
cs.LG2021★ 1 cited
Robust and Active Learning for Deep Neural Network Regression
Xi Li, George Kesidis, David J. Miller +3
We describe a gradient-based method to discover local error maximizers of a deep neural network (DNN) used for regression, assuming the availability of an "oracle" capable of provi…