Causal Inference

Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving AAAI 2022 ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NeurIPS 2022 3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning WACV 2021 A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics NeurIPS 2021 Abductive Knowledge Induction from Raw Data IJCAI 2021 Abductive Learning with Ground Knowledge Base IJCAI 2021 Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 A Causal Approach for Unfair Edge Prioritization and Discrimination Removal ACML 2021 A Causal Lens for Controllable Text Generation NeurIPS 2021 A Contraction Approach to Model-based Reinforcement Learning AISTATS 2021 Acoustic Indicators of Speech Motor Coordination in Adults With and Without Traumatic Brain Injury Interspeech 2021 ACRE: Abstract Causal REasoning Beyond Covariation CVPR 2021 A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models NeurIPS 2021 Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable NeurIPS 2021 Active multi-fidelity Bayesian online changepoint detection UAI 2021 Adapting Event Extractors to Medical Data: Bridging the Covariate Shift EACL 2021 A Data Driven, Convex Optimization Approach to Learning Koopman Operators L4DC 2021 A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021 Agent Incentives: A Causal Perspective AAAI 2021 A Joint Training Approach to Tweet Classification and Adverse Effect Extraction and Normalization for SMM4H 2021 NAACL 2021 A kernel two-sample test with selection bias UAI 2021 A Ladder of Causal Distances IJCAI 2021 A Language for Counterfactual Generative Models ICML 2021 All of the Fairness for Edge Prediction with Optimal Transport AISTATS 2021 Analysis of Nuanced Stances and Sentiment Towards Entities of US Politicians through the Lens of Moral Foundation Theory NAACL 2021