Flexible Model Aggregation for Quantile Regression

Flexible Model Aggregation for Quantile Regression

26 February 2021

Jonas W. Mueller

Alexander J. Smola

Papers citing "Flexible Model Aggregation for Quantile Regression"

13 / 13 papers shown

Title
Uncertainty separation via ensemble quantile regression Navid Ansari Hans-Peter Seidel Vahid Babaei UD UQCV 74 0 0 18 Dec 2024
fastkqr: A Fast Algorithm for Kernel Quantile Regression Qian Tang Yuwen Gu Boxiang Wang 24 1 0 10 Aug 2024
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing J. Decke Arne Jenss Bernhard Sick Christian Gruhl 19 1 0 31 May 2024
Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand Slawek Smyl Boris N. Oreshkin Paweł Pełka Grzegorz Dudek AI4TS 37 0 0 26 Apr 2024
On-line conformalized neural networks ensembles for probabilistic forecasting of day-ahead electricity prices A. Brusaferri A. Ballarino Luigi Grossi F. Laurini AI4TS 26 3 0 03 Apr 2024
UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation Jianqing Fan Jiawei Ge Debarghya Mukherjee AI4TS 23 6 0 28 Jun 2023
A Large-Scale Study of Probabilistic Calibration in Neural Network Regression V. Dheur Souhaib Ben Taieb BDL 33 13 0 05 Jun 2023
Factor Model of Mixtures Cheng Peng S. Uryasev 8 1 0 31 Jan 2023
CROWDLAB: Supervised learning to infer consensus labels and quality scores for data with multiple annotators Hui Wen Goh Ulyana Tkachenko Jonas W. Mueller 19 10 0 13 Oct 2022
Quantitative Universal Approximation Bounds for Deep Belief Networks J. Sieber Johann Gehringer 30 1 0 18 Aug 2022
Forecast combinations: an over 50-year review Xiaoqian Wang Rob J. Hyndman Feng Li Yanfei Kang AI4TS 30 139 0 09 May 2022
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 97 607 0 13 Mar 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016