← Keywords

causal inference

1619 papers

Explore in graph

Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

Identifying Cause and Effect on Discrete Data using Additive Noise Models AISTATS 2010
Combining Experiments to Discover Linear Cyclic Models with Latent Variables AISTATS 2010
Subgroup Analysis via Recursive Partitioning JMLR 2009
Settable Systems: An Extension of Pearl's Causal Model with Optimization, Equilibrium, and Learning JMLR 2009
Nonlinear directed acyclic structure learning with weakly additive noise models NIPS 2009
Toward Provably Correct Feature Selection in Arbitrary Domains NIPS 2009
Time-Varying Dynamic Bayesian Networks NIPS 2009
Properties of Monotonic Effects on Directed Acyclic Graphs JMLR 2009
Integrating Locally Learned Causal Structures with Overlapping Variables NIPS 2008
Complete Identification Methods for the Causal Hierarchy JMLR 2008
Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NIPS 2008
Nonlinear causal discovery with additive noise models NIPS 2008
Comparing Bayesian models for multisensory cue combination without mandatory integration NIPS 2007
The Noisy-Logical Distribution and its Application to Causal Inference NIPS 2007
Causal inference in sensorimotor integration NIPS 2006
Learning Structural Equation Models for fMRI NIPS 2006
A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006
Combining Knowledge from Different Sources in Causal Probabilistic Models JMLR 2003
Optimal Structure Identification With Greedy Search JMLR 2002