13 results
(View BibTeX file of all listed publications)

**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)

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

**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)

**From Motor Learning to Interaction Learning in Robots**
pages: 538, Studies in Computational Intelligence ; 264, (Editors: O Sigaud, J Peters), Springer, Berlin, Germany, January 2010 (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)