24 results
(View BibTeX file of all listed publications)

**Causal analysis of Covid-19 spread in Germany**
2020 (misc) Submitted

**Relative gradient optimization of the jacobian term in unsupervised deep learning**
2020 (misc)

**Learning explanations that are hard to vary**
2020 (misc)

**On the Fairness of Causal Algorithmic Recourse**
2020 (misc) Submitted

**A survey of algorithmic recourse: definitions, formulations, solutions, and prospects**
2020 (misc) Submitted

**A machine learning route between band mapping and band structure**
2020, *equal contribution (misc)

**Modeling Shared Responses in Neuroimaging Studies through MultiView ICA**
2020 (misc)

**Scaling Guarantees for Nearest Counterfactual Explanations**
2020 (misc) Submitted

**Special Issue on Causal Discovery and Inference**
*ACM Transactions on Intelligent Systems and Technology (TIST)*, 7(2), January 2016, (Guest Editors) (misc)

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**Empirical Inference (2010-2015)**
Scientific Advisory Board Report, 2016 (misc)

**Unsupervised Domain Adaptation in the Wild : Dealing with Asymmetric Label Set**
2016 (misc)

**Learning Motor Skills: From Algorithms to Robot Experiments**
97, pages: 191, Springer Tracts in Advanced Robotics, Springer, 2014 (book)

**Computational Diffusion MRI and Brain Connectivity**
pages: 255, Mathematics and Visualization, Springer, 2014 (book)

**Optimization for Machine Learning**
pages: 494, Neural information processing series, MIT Press, Cambridge, MA, USA, December 2011 (book)

**Bayesian Time Series Models**
pages: 432, Cambridge University Press, Cambridge, UK, August 2011 (book)

**Handbook of Statistical Bioinformatics**
pages: 627, Springer Handbooks of Computational Statistics, Springer, Berlin, Germany, 2011 (book)

**Semi-Supervised Learning**
pages: 508, Adaptive computation and machine learning, MIT Press, Cambridge, MA, USA, September 2006 (book)

**Gaussian Processes for Machine Learning**
pages: 248, Adaptive Computation and Machine Learning, MIT Press, Cambridge, MA, USA, January 2006 (book)

**Das Spiel mit dem künstlichen Leben.**
*Frankfurter Allgemeine Zeitung, Wissenschaftsbeilage*, June 1997 (misc)

**Support vector learning**
pages: 173, Oldenbourg, München, Germany, 1997, Zugl.: Berlin, Techn. Univ., Diss., 1997 (book)