conftrace_

structural causal model

184 papers

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Also known as

SCMS SCM

Co-occurring keywords

causal inference (1630) counterfactual reasoning (230) causal discovery (460) causal intervention (110) backdoor adjustment (34) causal effect (107) spurious correlation (279) causal identification (37) counterfactual inference (47) few-shot learning (3398)

Papers

Achievable distributional robustness when the robust risk is only partially identified NIPS 2024
Reasoning about Causality in Games (Abstract Reprint) AAAI 2024
Fundamental Properties of Causal Entropy and Information Gain CLEAR 2024
Meaningful Causal Aggregation and Paradoxical Confounding CLEAR 2024
Axiomatic effect propagation in structural causal models JMLR 2024
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024
Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis AAAI 2024
Dissecting the Failure of Invariant Learning on Graphs NIPS 2024
Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness NIPS 2024
Causal discovery with endogenous context variables NIPS 2024
CausVSR: Causality Inspired Visual Sentiment Recognition IJCAI 2024
Causal Optimal Transport of Abstractions CLEAR 2024
Benchmarking Counterfactual Image Generation NIPS 2024
Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges IJCAI 2024
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023
Interventional Rationalization EMNLP 2023
Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation ACL 2023
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning EMNLP 2023
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders NIPS 2023
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023
Do Not Marginalize Mechanisms, Rather Consolidate! NIPS 2023
Causal Discovery in Semi-Stationary Time Series NIPS 2023
A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023
Towards Trustworthy Explanation: On Causal Rationalization ICML 2023