← Reasoning
Knowledge & Reasoning › Reasoning ›

Causal Inference

934 directly classified papers

Papers per year

Papers

Bandits with Unobserved Confounders: A Causal Approach NIPS 2015
Learnability of Influence in Networks NIPS 2015
Telling cause from effect in deterministic linear dynamical systems ICML 2015
Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components ICML 2015
Removing systematic errors for exoplanet search via latent causes ICML 2015
Causal Strategic Inference in Networked Microfinance Economies NIPS 2014
Consistency of Causal Inference under the Additive Noise Model ICML 2014
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data NIPS 2014
Transportability from Multiple Environments with Limited Experiments: Completeness Results NIPS 2014
Order-Independent Constraint-Based Causal Structure Learning JMLR 2014
Causal Discovery with Continuous Additive Noise Models JMLR 2014
Randomized Experimental Design for Causal Graph Discovery NIPS 2014
Meta-Transportability of Causal Effects: A Formal Approach AISTATS 2013
Graphical Models for Inference with Missing Data NIPS 2013
A simple criterion for controlling selection bias AISTATS 2013
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising JMLR 2013
SADA: A General Framework to Support Robust Causation Discovery ICML 2013
Learning Linear Bayesian Networks with Latent Variables ICML 2013
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NIPS 2013
Event Detection in Complex Scenes Using Interval Temporal Constraints ICCV 2013
Estimation of Causal Peer Influence Effects ICML 2013
Causal Inference on Time Series using Restricted Structural Equation Models NIPS 2013
Experiment Selection for Causal Discovery JMLR 2013
Learning Networks of Heterogeneous Influence NIPS 2012
Learning Linear Cyclic Causal Models with Latent Variables JMLR 2012