← Core AI
Artificial Intelligence › Core AI ›

Causal Inference

3310 directly classified papers

Papers per year

Papers

Direct Estimation of Differences in Causal Graphs NIPS 2018
Objective and efficient inference for couplings in neuronal networks NIPS 2018
Spectral Filtering for General Linear Dynamical Systems NIPS 2018
Structural Causal Bandits: Where to Intervene? NIPS 2018
Experimental Design for Cost-Aware Learning of Causal Graphs NIPS 2018
Causal Inference with Noisy and Missing Covariates via Matrix Factorization NIPS 2018
Learning and Testing Causal Models with Interventions NIPS 2018
A Data Prism: Semi-verified learning in the small-alpha regime COLT 2018
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS 2017
Reliable Decision Support using Counterfactual Models NIPS 2017
Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Experimental Design for Learning Causal Graphs with Latent Variables NIPS 2017
End-to-end Differentiable Proving NIPS 2017
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes NIPS 2017
Bridging the Gap between Observation and Decision Making: Goal Recognition and Flexible Resource Allocation in Dynamic Network Interdiction IJCAI 2017
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017
A Novel Symbolic Approach to Verifying Epistemic Properties of Programs IJCAI 2017
Parameter identification in Markov chain choice models ALT 2017
Float Like a Butterfly Sting Like a Bee: Changes in Speech Preceded Parkinsonism Diagnosis for Muhammad Ali INTERSPEECH 2017
Temporalising Separation Logic for Planning with Search Control Knowledge IJCAI 2017
Transfer Learning in Multi-Armed Bandits: A Causal Approach IJCAI 2017
Joint Learning for Event Coreference Resolution ACL 2017
GP CaKe: Effective brain connectivity with causal kernels NIPS 2017
Learning Causal Structures Using Regression Invariance NIPS 2017
Permutation-based Causal Inference Algorithms with Interventions NIPS 2017