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Marginally-calibrated deep distributional regression
v1v2v3 (latest)

Marginally-calibrated deep distributional regression

Journal of Computational And Graphical Statistics (JCGS), 2019
26 August 2019
Nadja Klein
David J. Nott
M. Smith
    UQCV
ArXiv (abs)PDFHTML

Papers citing "Marginally-calibrated deep distributional regression"

7 / 7 papers shown
Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price Forecasting
Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price Forecasting
Simon Hirsch
1.1K
3
0
03 Apr 2025
Calibrated Multivariate Regression with Localized PIT Mappings
Calibrated Multivariate Regression with Localized PIT Mappings
Lucas Kock
G. S. Rodrigues
Scott A. Sisson
Nadja Klein
David J. Nott
308
0
0
17 Sep 2024
A review of predictive uncertainty estimation with machine learning
A review of predictive uncertainty estimation with machine learningArtificial Intelligence Review (Artif Intell Rev), 2022
Hristos Tyralis
Georgia Papacharalampous
UDUQCV
417
104
0
17 Sep 2022
A review of machine learning concepts and methods for addressing
  challenges in probabilistic hydrological post-processing and forecasting
A review of machine learning concepts and methods for addressing challenges in probabilistic hydrological post-processing and forecastingFrontiers in Water (FW), 2022
Georgia Papacharalampous
Hristos Tyralis
AI4CE
344
41
0
17 Jun 2022
Marginally calibrated response distributions for end-to-end learning in
  autonomous driving
Marginally calibrated response distributions for end-to-end learning in autonomous driving
Clara Hoffmann
Nadja Klein
308
3
0
03 Oct 2021
Score Matched Neural Exponential Families for Likelihood-Free Inference
Score Matched Neural Exponential Families for Likelihood-Free InferenceJournal of machine learning research (JMLR), 2020
Lorenzo Pacchiardi
Ritabrata Dutta
654
30
0
20 Dec 2020
Deep Distributional Time Series Models and the Probabilistic Forecasting
  of Intraday Electricity Prices
Deep Distributional Time Series Models and the Probabilistic Forecasting of Intraday Electricity PricesJournal of applied econometrics (JAE), 2020
Nadja Klein
M. Smith
David J. Nott
BDLAI4TS
302
36
0
05 Oct 2020
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