Granger-causal Attentive Mixtures of Experts: Learning Important
Features with Neural Networks

Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks

6 February 2018

Djordje Miladinovic

Papers citing "Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks"

13 / 13 papers shown

Title
TPK: Trustworthy Trajectory Prediction Integrating Prior Knowledge For Interpretability and Kinematic Feasibility Marius Baden Ahmed Abouelazm Christian Hubschneider Yin Wu Daniel Slieter J. M. Zöllner 31 0 0 10 May 2025
Neural Markov Jump Processes Patrick Seifner Ramses J. Sanchez BDL 35 7 0 31 May 2023
Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning Wenjie Shi Gao Huang Shiji Song Cheng Wu 31 9 0 06 Dec 2021
Inductive Granger Causal Modeling for Multivariate Time Series Yunfei Chu Xiaowei Wang Jianxin Ma Kunyang Jia Jingren Zhou Hongxia Yang CML AI4TS 11 11 0 10 Feb 2021
Interpretability and Explainability: A Machine Learning Zoo Mini-tour Ricards Marcinkevics Julia E. Vogt XAI 28 119 0 03 Dec 2020
Clinical Predictive Models for COVID-19: Systematic Study Patrick Schwab August DuMont Schütte Benedikt Dietz Stefan Bauer OOD ELM 42 35 0 17 May 2020
A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data Patrick Schwab W. Karlen 33 24 0 02 Jan 2020
Variable-lag Granger Causality for Time Series Analysis Chainarong Amornbunchornvej Elena Zheleva T. Berger-Wolf CML AI4TS 22 21 0 18 Dec 2019
CXPlain: Causal Explanations for Model Interpretation under Uncertainty Patrick Schwab W. Karlen FAtt CML 40 205 0 27 Oct 2019
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves Patrick Schwab Lorenz Linhardt Stefan Bauer J. M. Buhmann W. Karlen CML OOD 29 131 0 03 Feb 2019
Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks Patrick Schwab Lorenz Linhardt W. Karlen CML BDL 13 111 0 01 Oct 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 23 23 0 14 Feb 2018
MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis Rushil Anirudh Jayaraman J. Thiagarajan R. Sridhar T. Bremer FAtt AAML 23 12 0 15 Nov 2017