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stat.ML2022★ 26 cited
Statistical Properties of the log-cosh Loss Function Used in Machine Learning
Resve A. Saleh, A. K. Md. Ehsanes Saleh
This paper analyzes a popular loss function used in machine learning called the log-cosh loss function. A number of papers have been published using this loss function but, to date…
stat.ML2021
Solution to the Non-Monotonicity and Crossing Problems in Quantile Regression
Resve A. Saleh, A. K. Md. Ehsanes Saleh
This paper proposes a new method to address the long-standing problem of lack of monotonicity in estimation of the conditional and structural quantile function, also known as quant…