conftrace_

causal model

57 papers

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Co-occurring keywords

causal inference (1630) causal discovery (460) graphical model (864) counterfactual fairness (39) causal modeling (21) structural causal model (184) structural equation model (77) bayesian network (378) domain generalization (1522) algorithmic fairness (284)

Papers

Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens EMNLP 2022
Reasoning about Causal Models with Infinitely Many Variables AAAI 2022
Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs NIPS 2022
A Causal Analysis of Harm NIPS 2022
Knowledge transfer for learning subject-specific causal models PGM 2022
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies INTERSPEECH 2022
Selection, Ignorability and Challenges With Causal Fairness CLEAR 2022
Explainability Via Causal Self-Talk NIPS 2022
Compositional abstraction error and a category of causal models UAI 2021
A Ladder of Causal Distances IJCAI 2021
Matching a Desired Causal State via Shift Interventions NIPS 2021
Equivalent Causal Models AAAI 2021
Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021
Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning NIPS 2020
Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020
Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift AAAI 2020
Explainable Agency in Reinforcement Learning Agents AAAI 2020
Explainable Reinforcement Learning through a Causal Lens AAAI 2020
FairyTED: A Fair Rating Predictor for TED Talk Data AAAI 2020
Alleviating Privacy Attacks via Causal Learning ICML 2020
Estimation Rates for Sparse Linear Cyclic Causal Models UAI 2020
Real Time Speech Enhancement in the Waveform Domain INTERSPEECH 2020
Abstracting Causal Models AAAI 2019
Counterfactual Fairness: Unidentification, Bound and Algorithm IJCAI 2019
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding UAI 2019