← 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

Budgeted and Non-Budgeted Causal Bandits AISTATS 2021
DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal ACML 2021
Estimating treatment effects with observed confounders and mediators UAI 2021
Why did the distribution change? AISTATS 2021
Regret Minimization for Causal Inference on Large Treatment Space AISTATS 2021
An Analysis of the Adaptation Speed of Causal Models AISTATS 2021
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference JMLR 2021
Regression Discontinuity Design under Self-selection AISTATS 2021
Generating Hypothetical Events for Abductive Inference IJCNLP 2021
Element Intervention for Open Relation Extraction IJCNLP 2021
Counterfactual Inference for Text Classification Debiasing IJCNLP 2021
A kernel two-sample test with selection bias UAI 2021
Partial Identifiability in Discrete Data with Measurement Error UAI 2021
Condition number bounds for causal inference UAI 2021
Disentangling mixtures of unknown causal interventions UAI 2021
General Transportability of Soft Interventions: Completeness Results NIPS 2020
Causal Imitation Learning With Unobserved Confounders NIPS 2020
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NIPS 2020
Learning Individually Inferred Communication for Multi-Agent Cooperation NIPS 2020
Stable Prediction with Model Misspecification and Agnostic Distribution Shift AAAI 2020
A Bayesian Approach for Estimating Causal Effects from Observational Data AAAI 2020
OrganITE: Optimal transplant donor organ offering using an individual treatment effect NIPS 2020
General Transportability – Synthesizing Observations and Experiments from Heterogeneous Domains AAAI 2020
Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning NIPS 2020