Sotabase

Career

· Professor, ETH Zurich2014–
· Director of Engineering and Co-site Lead, Google2006–2013
· Director, Fraunhofer Institute for Secure Information Technology (IPSI)2004–2006
· Professor, Technical University of Darmstadt2004–2006
· Assistant Professor, Brown University1999–2004
· Associate Professor, Brown University1999–2004
· Postdoctoral Researcher, MIT1997–1999
· Postdoctoral Researcher, UC Berkeley1997–1999
· PhD in Computer Science, University of Bonn1997–

Publications (238)

TrueSkill™: A Bayesian Skill Rating System
2007
494
cited
Predicting Structured Data
2008
470
cited
Circulating levels of irisin in patients with anorexia nervosa and different stages of obesity – Correlation with body mass index
Peptides · 2013
429
cited
Map-Reduce for Machine Learning on Multicore
2007
257
cited
Modeling Human Motion Using Binary Latent Variables
2007
239
cited
Multi-Instance Multi-Label Learning with Application to Scene Classification
2007
190
cited
High-Dimensional Graphical Model Selection Using ℓ1-Regularized Logistic Regression
Neural Information Processing Systems · 2006
178
cited
A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation
2007
170
cited
Efficient Structure Learning of Markov Networks using L1-Regularization
2007
159
cited
Irisin as a muscle-derived hormone stimulating thermogenesis – A critical update
Peptides · 2014
148
cited
Predicting Structured Data (Neural Information Processing)
2007
135
cited
Sparse Representation for Signal Classification
2007
109
cited
Plasma bile acids show a positive correlation with body mass index and are negatively associated with cognitive restraint of eating in obese patients
Frontiers in Neuroscience · 2015
89
cited
Ghrelin and NUCB2/nesfatin-1 are expressed in the same gastric cell and differentially correlated with body mass index in obese subjects
Histochemistry and Cell Biology · 2013
85
cited
Generalization Bounds and Consistency for Structured Labeling
2007
70
cited
NUCB2/nesfatin-1 is associated with elevated scores of anxiety in female obese patients
Psychoneuroendocrinology · 2013
69
cited
Efficient Learning of Sparse Representations with an Energy-Based Model
2007
68
cited
The PSI ultra-cold neutron source
2009
64
cited
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation
2007
60
cited
Graph-Based Visual Saliency
2007
59
cited
Sotabase