Karlen, Walter

5 publications

AAAI 2020 Learning Counterfactual Representations for Estimating Individual Dose-Response Curves Patrick Schwab, Lorenz Linhardt, Stefan Bauer, Joachim M. Buhmann, Walter Karlen

NeurIPS 2019 CXPlain: Causal Explanations for Model Interpretation Under Uncertainty Patrick Schwab, Walter Karlen

AAAI 2019 Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks Patrick Schwab, Djordje Miladinovic, Walter Karlen

AAAI 2019 PhoneMD: Learning to Diagnose Parkinson's Disease from Smartphone Data Patrick Schwab, Walter Karlen

ICML 2018 Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab, Emanuela Keller, Carl Muroi, David J. Mack, Christian Strässle, Walter Karlen