← Core AI
Artificial Intelligence › Core AI ›

Causal Inference

3310 directly classified papers

Papers per year

Papers

Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models CONLL 2022
Deconfounded Visual Grounding AAAI 2022
Learning Spatio-Temporal Specifications for Dynamical Systems L4DC 2022
Lexicographic Entailment, Syntax Splitting and the Drowning Problem IJCAI 2022
Heterogeneous Peer Effects in the Linear Threshold Model AAAI 2022
CausalAF: Causal Autoregressive Flow for Safety-Critical Driving Scenario Generation CORL 2022
Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CORL 2022
Non-parametric inference of relational dependence UAI 2022
Learning soft interventions in complex equilibrium systems UAI 2022
On testability of the front-door model via Verma constraints UAI 2022
Robustness of model predictions under extension UAI 2022
Feature selection for discovering distributional treatment effect modifiers UAI 2022
Counterfactual inference of second Opinions UAI 2022
A causal bandit approach to learning good atomic interventions in presence of unobserved confounders UAI 2022
Semiparametric causal sufficient dimension reduction of multidimensional treatments UAI 2022
Partially adaptive regularized multiple regression analysis for estimating linear causal effects UAI 2022
Robust identifiability in linear structural equation models of causal inference UAI 2022
Causal forecasting: generalization bounds for autoregressive models UAI 2022
Intervention target estimation in the presence of latent variables UAI 2022
Bayesian federated estimation of causal effects from observational data UAI 2022
Causal discovery under a confounder blanket UAI 2022
A new constructive criterion for Markov equivalence of MAGs UAI 2022
Causal inference with treatment measurement error: a nonparametric instrumental variable approach UAI 2022
Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022
Combining Extraction and Generation for Constructing Belief-Consequence Causal Links ACL 2022