Probabilistic electric load forecasting through Bayesian Mixture Density
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Probabilistic electric load forecasting through Bayesian Mixture Density Networks

23 December 2020

Matteo Matteucci

Papers citing "Probabilistic electric load forecasting through Bayesian Mixture Density Networks"

8 / 8 papers shown

Title
Quality of Uncertainty Quantification for Bayesian Neural Network Inference Jiayu Yao Weiwei Pan S. Ghosh Finale Doshi-Velez UQCV BDL 145 113 0 24 Jun 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction Osama Makansi Eddy Ilg Özgün Çiçek Thomas Brox 99 191 0 09 Jun 2019
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift Yaniv Ovadia Emily Fertig Jie Jessie Ren Zachary Nado D. Sculley Sebastian Nowozin Joshua V. Dillon Balaji Lakshminarayanan Jasper Snoek UQCV 151 1,688 0 06 Jun 2019
Evaluating probabilistic forecasts with scoringRules Alexander I. Jordan Fabian Kruger Sebastian Lerch AI4TS 127 234 0 14 Sep 2017
Uncertainty-Aware Learning from Demonstration using Mixture Density Networks with Sampling-Free Variance Modeling Sungjoon Choi Kyungjae Lee Sungbin Lim Songhwai Oh 71 97 0 03 Sep 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 326 4,700 0 15 Mar 2017
Stochastic Gradient Hamiltonian Monte Carlo Tianqi Chen E. Fox Carlos Guestrin BDL 104 907 0 17 Feb 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 133 4,031 0 04 Aug 2013