Currently the reading group has been put on hold until further notice.
2020
2019
2018
Date | Time | Room | Article | Discussant |
---|---|---|---|---|
Dec 18 | 13:00 | C2.109 | Learning Predictive Models That Transport by Subbaswamy et al. (2018) | Thijs |
Dec 11 | 13:00 | C2.109 | Cancelled | |
Dec 4 | 13:00 | C3.163 | Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search by Buesing et al. (2018) | Noud |
Nov 27 | 13:00 | C2.109 | Multi-domain Causal Structure Learning in Linear Systems by Ghassami et al. (2018) | Philip |
Nov 20 | 13:00 | C3.163 | Multiple Causal Inference with Latent Confounding by Ranganath and Perotte (2018) | Stephan |
Nov 13 | 13:00 | C3.163 | A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias by Strobl (2018) | Patrick |
Nov 6 | 14:00 | C3.163 | TBD | Tineke |
Oct 30 | 14:00 | C3.163 | TBD | Joris |
Oct 23 | 14:00 | C3.163 | Model selection and local geometry by Evans (2018) | Thijs |
Oct 16 | 14:00 | C3.163 | Learning Functional Causal Models with Generative Neural Networks by Goudet et al. (2017) | Philip |
Oct 9 | 14:00 | C3.163 | Causal Learning for Partially Observed Stochastic Dynamical Systems by Mogensen et al. (2018) | Stephan |
Oct 2 | 14:00 | C3.163 | The inflation technique solves completely the classical inference problem by Navascues and Wolf (2017) | Patrick |
Sep 25 | 14:00 | C2.109 | The Inflation Technique for Causal Inference with Latent Variables by Wolf et al. (2018) [part 2] | Tineke |
Sep 18 | 14:00 | C3.146 | The Inflation Technique for Causal Inference with Latent Variables by Wolf et al. (2018) [part 1] | Tineke |
Sep 11 | 14:00 | C3.163 | The Inferelator by Bonneau et al. (2016) | Joris |
Jul 12 | 15:00 | C3.146 | Counterfactual Risk Minimization: Learning from Logged Bandit Feedback (2015) by Swaminathan and Joachims | Philip |
Jun 28 | 15:00 | C3.146 | Causality and model abstraction by Iwasaki and Simon (1994) [part 2] | Stephan |
Jun 14 | 15:00 | C3.146 | The blessing of multiple causes by Wang and Blei (2018) | Patrick |
Jun 7 | 15:00 | C3.146 | Paper Draft | Thijs |
May 24 | 15:00 | C3.146 | The Blessings of Multiple Causes by Wang and Blei (2018 | Patrick |
May 17 | 15:00 | C3.146 | Information Processing Features Can Detect Behavioral Regimes of Dynamical Systems by Quax et al. (2017) | Rick Quax |
Apr 26 | 15:00 | C3.146 | Causality and model abstraction by Iwasaki and Simon (1994) [part 1] | Tineke |
Apr 12 | 15:00 | C3.146 | Joint Causal Inference from Multiple Datasets by et al. (2018) | Joris |
Apr 5 | 15:00 | C3.146 | Efficient Structure Learning of Bayesian Networks using Constraints by de Campos and Ji (2011) | Thijs |
Mar 29 | 15:00 | C3.146 | Consistency Guarantees for Permutation-Based Causal Inference Algorithms by Solus et al. (2017) | Philip |
Mar 2 | 15:00 | C3.146 | On the latent space of Wasserstein Auto-Encoders by Rubinstein et al . (2018) | Stephan |
Mar 1 | 15:00 | C3.146 | Draft reviews | All |
Feb 15 | 15:00 | C3.146 | Predictive Independence Testing, Predictive Conditional Independence Testing, and Predictive Graphical Modelling by Burkart and Király (2017) | Patrick |
Jan 11 | 15:00 | C3.146 | Extended Conditional Independence and Applications in Causal Inference by Constantinou and Dawid (2017) | Patrick |
2017
Date | Time | Room | Article | Discussant |
---|---|---|---|---|
Dec 21 | 15:00 | C3.146 | Influence of node abundance on signaling network state and dynamics analyzed by mass cytometry by Lun et al.(2017) | Tineke Blom |
Nov 16 | 15:00 | C3.146 | Causal inference using the algorithmic Markov condition by Janzing and Schoelkopf (2008) and Causal Markov condition for submodular information measures by Steudel et al. (2010) | Patrick Forré |
Nov 9 | 15:00 | C3.146 | Telling Cause from Effect using MDL-based Local and Global Regression by Marx and Vreeken (2017) | Thijs van Ommen |
Nov 2 | 15:00 | C3.146 | Implicit Causal Models for Genome-wide Association Studies by Tran and Blei (2017) | Joris Mooij |
Oct 28 | 15:00 | C3.146 | Structure Learning of Linear Gaussian Structural Equation Models with Weak Edges by Eigenmann et al. (2017) | Tineke Blom |
Oct 12 | 15:00 | C3.146 | Identifying Best Interventions through Online Importance Sampling by Sen et al. (2017) | Philip Versteeg |
Sep 28 | 15:00 | C3.146 | Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information by Jakob Runge (2017) | Patrick Forré |
Sep 21 | 15:00 | C3.146 | Avoiding Discrimination through Causal Reasoning by Kilbertus et al. (2017) | Sara Magliacane |
Sep 14 | 15:00 | C3.146 | CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training by Kocaoglu et al. (2017) | Patrick Forré |
Aug 25 | 14:00 | C3.146 | Paper draft | Patrick Forré |
Aug 18 | 14:00 | C3.146 | Ch5-8 of Counterfactual Reasoning and Learning Systems by Bottou et al. (2013) | Philip Versteeg |
Aug 11 | 14:00 | C3.146 | Ch1-4 of Counterfactual Reasoning and Learning Systems by Bottou et al. (2013) | Philip Versteeg |
Jul 28 | 14:00 | C3.146 | Discovering Causal Signals in Images by Lopez-Paz et al. (2017) | Patrick Forré |
Jul 21 | 14:00 | C3.146 | Margins of discrete Bayesian networks by Evans (preprint) | Thijs van Ommen |
Jul 14 | 14:00 | C3.146 | Revisiting Classifier Two-Sample Tests by D. Lopez-Paz and M. Oquab (2016) | Stephan Bongers |
Jul 7 | 14:00 | C3.146 | Causal Discovery in the Presence of Measurement Error: Identifiability Conditions by Zhang (2017) | Tineke Blom |
Jun 16 | 14:00 | C3.146 | Zhang et al. (2013), Zhang et al. (2015) and Gong et al. (2016) | Tineke, Stephan and Thijs |
May 12 | 14:00 | C3.146 | On Causal and Anticausal Learning by Scholkopf et al (2012) | Sara Magliacane |
Mar 17 | 14:00 | C3.146 | Paper draft | Stephan Bongers |
Mar 10 | 14:00 | C3.146 | Strong completeness and faithfulness in Bayesian networks by Meek (1995) | Joris Mooij |
Mar 3 | 14:00 | C3.146 | Unifying Markov Properties for Graphical Models by Lauritzen and Sadeghi (preprint) | Patrick Forré |
Feb 24 | 14:00 | C3.146 | Causal Bandits: Learning Good Interventions via Causal Inference by Lattimore, Lattimore and Reid (2016) | Stephan Bongers |
Feb 17 | 14:00 | C3.146 | Bandits with Unobserved Confounders: A Causal Approach by Bareinboim, Forney and Pearl (2016) | Philip Versteeg |
Feb 10 | 14:00 | C3.146 | Joint Causal Inference (2016) by Magliacane, Claassen and Mooij | Sara Magliacane |
Feb 3 | 14:00 | C3.146 | Paper draft | Christos Louizos |
Jan 27 | 14:00 | C3.146 | Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models (2006) by Shpitser and Pearl | Patrick Forré |
Jan 13 | 14:00 | C3.146 | Causal inference and the data-fusion problem by Bareinboim and Pearl (2016) | Philip Versteeg |
2016
Date | Time | Room | Article | Discussant | |
---|---|---|---|---|---|
Jan 08 | 14:30 | C3.146 | Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing by Benjamini and Hochberg | Philip Versteeg | |
Feb 05 | 14:00 | C3.146 | Causation Prediction and Search (chapters 1&2) by Spirtes and Glymour and Scheines | Joris Mooij | |
Feb 12 | 14:00 | C3.146 | Causation Prediction and Search (chapter 3) by Spirtes and Glymour and Scheines | Alexander Ly | |
Feb 19 | 14:00 | C3.146 | Causation Prediction and Search (3.5 – 3.9) by Spirtes and Glymour and Scheines | Alexander Ly | |
Feb 26 | 14:00 | C3.146 | Causation Prediction and Search (chapter 4) by Spirtes and Glymour and Scheines | Thijs van Ommen | |
Mar 4 | 14:00 | C3.146 | Causation Prediction and Search (chapter 5.1-5.4) by Spirtes and Glymour and Scheines | Stephan Bongers | |
Mar 11 | 14:00 | C3.146 | Causation Prediction and Search (chapter 5.5-5.10) by Spirtes and Glymour and Scheines | Philip Versteeg | |
Mar 18 | 14:00 | C3.146 | Causation Prediction and Search (chapter 6) by Spirtes and Glymour and Scheines | Sara Magliacane | |
Apr 15 | 14:00 | C3.146 | Causation Prediction and Search (chapter 7) by Spirtes and Glymour and Scheinces | Joris Mooij | |
Apr 22 | 14:00 | C3.146 | Inferring the Causal Direction Privately by Kusner and Sun and Sridharan and Weinberger | Mijung Park | |
Apr 29 | 14:00 | C3.146 | On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias by Zhang (2008) | Joris Mooij | |
May 13 | 14:00 | C3.146 | Causal inference using invariant prediction: identification and confidence intervals by Peters and Bühlmann and Meinshausen (2016) | Alexander Ly | |
May 20 | 14:00 | C3.146 | Quantifying Causal Influences (2012) by Janzing and Balduzzi and Grosse-Wentrup and Schölkopf | Rick Quax | |
May 27 | 14:00 | C3.146 | Extending Factor Graphs so as to Unify Directed and Undirected Graphical Models by Frey (2003) and Causality with Gates (2012) by Winn | Sara Magliacane | |
Jul 1 | 14:00 | C3.146 | Stephan's draft on Markov properties of graphical representations of acyclic structural causal models | Stephan Bongers | |
Jul 8 | 14:00 | C3.146 | The central role of the propensity score in observational studies for causal effects (1983) by Rosenbaum and Rubin | Thomas Klaus | |
Jul 22 | 14:00 | C3.146 | Learning Optimal Interventions by Mueller and Reshef and Du and Jaakkola | Mijung Park | |
Jul 29 | 14:00 | C3.146 | ICML 2016 Tutorial Causal Inference for Observational Studies by David Sontag and Uri Shalit | Joris Mooij | |
Aug 05 | 14:00 | C3.146 | Causality Video Club | ||
Aug 12 | 14:00 | C3.146 | Half-trek criterion for generic identifiability of linear structural equation models by Foygel and Draisma and Drton | Thijs van Ommen | |
Aug 19 | 14:00 | C3.146 | Graphs for Margins of Bayesian Networks (2016) by Robin Evans | Patrick Forré | |
August 26 | 14:00 | C3.146 | Estimating and Controlling the False Discovery Rate for the PC Algorithm Using Edge-Specific P-Values (2016) by Strobl and Spirtes and Visweswaran | Sara Magliacane | |
Sep 02 | 14:00 | C3.146 | Causality Video Club | ||
Sep 09 | 14:00 | C3.146 | The Logic of Structure-Based Counterfactuals [sections 7.1-7.3 in Causality: Models Reasoning and Inference (2009)] by Judea Pearl | Joris Mooij | |
Sep 16 | 14:00 | C3.146 | Some Title by Peters Janzing and Schölkopf (2016) [ch. 1] | Stephan Bongers | |
Sep 23 | 14:00 | C3.146 | Some Title by Peters Janzing and Schölkopf (2016) [chs. 2-3] | Stephan Bongers | |
TBA | 14:00 | C3.146 | Batch Learning from Logged Bandit Feedback through Counterfactual Risk Minimization (2015) by Swaminathan and Joachims | Thorsten Joachims | |
Nov 4 | 14:00 | C3.146 | Ancestral Graph Markov Models by Richardson and Spirtes (2002) [ch. 1-3] | Joris Mooij | |
Nov 11 | 14:00 | C3.146 | Ancestral Graph Markov Models by Richardson and Spirtes (2002) [ch. 4-6] | Tineke Blom | |
Nov 18 | 14:00 | C3.146 | Ancestral Graph Markov Models by Richardson and Spirtes (2002) [ch. 6–7] | Tineke Blom | |
Nov 25 | 14:00 | C3.146 | Ancestral Graph Markov Models by Richardson and Spirtes (2002) [ch. 8-10] | Thijs van Ommen | |
Dec 16 | 14:00 | C3.146 | Identifying independence in Bayesian Networks by Geiger Verma and Pearl (1990) | Tom Claassen |
Older schedules can be found here.