Deep interpretable ensembles

25 May 2022

Papers citing "Deep interpretable ensembles"

8 / 8 papers shown

Title
Going beyond explainability in multi-modal stroke outcome prediction models Jonas Brändli Maurice Schneeberger L. Herzog Loran Avci Nordin Dari Martin Häansel Hakim Baazaoui Pascal Bühler S. Wegener Beate Sick 26 0 0 07 Apr 2025
Bayesian Semi-structured Subspace Inference Daniel Dold David Rügamer Beate Sick Oliver Durr BDL 32 1 0 23 Jan 2024
Bayesian posterior approximation with stochastic ensembles Oleksandr Balabanov Bernhard Mehlig H. Linander BDL UQCV 27 5 0 15 Dec 2022
Estimating Conditional Distributions with Neural Networks using R package deeptrafo Lucas Kook Philipp F. M. Baumann Oliver Durr Beate Sick David Rügamer 24 6 0 24 Nov 2022
Confident Neural Network Regression with Bootstrapped Deep Ensembles Laurens Sluijterman Eric Cator Tom Heskes BDL UQCV FedML 16 2 0 22 Feb 2022
Probabilistic Time Series Forecasts with Autoregressive Transformation Models David Rügamer Philipp F. M. Baumann Thomas Kneib Torsten Hothorn AI4TS 50 12 0 15 Oct 2021
CRPS Learning Jonathan Berrisch F. Ziel 45 25 0 01 Feb 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016