| Date | Speaker | Title |
| 2011/03/08 | Dimitris Mavroeidis | Two-way stable feature selection for k-means clustering |
| 2011/03/15 | Joris Mooij | Causal feedback |
| 2011/03/22 | Pavol Jancura | Comparing multiple PPI networks using phylogenetic profiles |
| 2011/03/29 | Tom Heskes | Horseshoe |
| 2011/04/05 | Tom Claassen | Something with causality |
| 2011/04/12 | - | - |
| 2011/04/19 | Fabio Gori | Testing new features for composition-based DNA sequences analysis |
| 2011/04/26 | Ali Bahramisharif | Conway's Game of Life |
| 2011/05/03 | Twan van Laarhoven | ? |
| 2011/05/10 | Wout Megchelenbrink | Multi-armed bandits and poker |
| 2011/05/17 | - | - |
| 2011/05/24 | Daniel Kuehlwein | Premises Selection for Automated Reasoning |
| 2011/05/31 | Saiden Abbas | Effect of Size on Aspect Ratio Estimation |
| 2011/06/07 | - | - |
| 2011/06/14 | Dimitris Mavroeidis | Sparse PCA for Network Anomaly Detection |
| 2011/06/21 | Fabio Gori | ROC and Precision-Recall curves: evaluating binary classifiers |
| 2011/06/28 | Max Hinne | Sparse Multivariate Autoregression in Connectivity Validation |
| 2011/07/05 | Tom Claassen | Something with probabilities and causality |
| 2011/08/30 | Joris Mooij | Markov logic networks for causal inference |
| 2011/09/06 | Twan van Laarhoven | Non-negative Matrix Factorization for finding communities |
| 2011/09/13 | Pavol Jancura | ? |
| 2011/09/20 | Tom Claassen | Bell inequalities for causal discovery ... with a bit of quantum-theory on the side |
| 2011/09/27 | Daniel Kuehlwein | About large scale fast online learning |
| 2011/10/04 | Tom Heskes | The Conditional Game |
| 2011/10/11 | Max Hinne | ? |
| 2011/10/18 | Fabio Gori | Estimate strains abundances in a microbial community through metagenomic data analysis |
| 2011/10/25 | - | - |
| 2011/11/01 | Joris Mooij | Sparse GP regression: FITC approximation |
| 2011/11/08 | Ali Bahramisharif | Circular regression, the problems and the intuitions |
| 2011/11/15 | Twan van Laarhoven | Automated Differentiation |
| 2011/11/22 | Dimitris Mavroeidis | Something with random projections |
| 2011/11/29 | Wout Megchelenbrink | ? |
| 2011/12/06 | Saiden Abbas | ? |
| 2011/12/13 | Pavol Jancura | Scoring evolutionary cohesiveness of protein-coding genes |
| 2011/12/20 | - | - |