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Causal Inference

3310 directly classified papers

Papers per year

Papers

Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NIPS 2022
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning NIPS 2022
Factored Adaptation for Non-Stationary Reinforcement Learning NIPS 2022
Off-Policy Evaluation with Policy-Dependent Optimization Response NIPS 2022
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning NIPS 2022
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media NIPS 2022
In the Eye of the Beholder: Robust Prediction with Causal User Modeling NIPS 2022
Using Embeddings for Causal Estimation of Peer Influence in Social Networks NIPS 2022
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error NIPS 2022
MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models NIPS 2022
Sample Constrained Treatment Effect Estimation NIPS 2022
Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge NIPS 2022
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NIPS 2022
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models NIPS 2022
Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NIPS 2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NIPS 2022
Root Cause Analysis of Failures in Microservices through Causal Discovery NIPS 2022
Anticipating Performativity by Predicting from Predictions NIPS 2022
Estimation of Local Average Treatment Effect by Data Combination AAAI 2022
Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022
On the Fairness of Causal Algorithmic Recourse AAAI 2022
C2L: Causally Contrastive Learning for Robust Text Classification AAAI 2022
Parsing as Deduction Revisited: Using an Automatic Theorem Prover to Solve an SMT Model of a Minimalist Parser CONLL 2022
Identifying Principal Stratum Causal Effects Conditional on a Post-treatment Intermediate Response CLEAR 2022
VIM: Variational Independent Modules for Video Prediction CLEAR 2022