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02/23/2022
Multivariate Quantile Function Forecaster
We propose Multivariate Quantile Function Forecaster (MQF^2), a global p...
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11/12/2021
Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting
Quantile regression is an effective technique to quantify uncertainty, f...
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12/11/2020
Avoiding The Double Descent Phenomenon of Random Feature Models Using Hybrid Regularization
We demonstrate the ability of hybrid regularization methods to automatic...
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05/27/2020