conftrace_

counterfactual prediction

20 papers

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Co-occurring keywords

causal inference (1630) treatment effect (134) treatment effect estimation (72) causal discovery (460) observational datum (109) physical dynamics (10) instrumental variable (75) deep learning (2118) visual reasoning (493) domain adaptation (4595)

Papers

CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation AAAI 2024
Training Data Attribution via Approximate Unrolling NIPS 2024
Factual Observation Based Heterogeneity Learning for Counterfactual Prediction CLEAR 2023
Adversarial Counterfactual Environment Model Learning NIPS 2023
Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022
Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022
Predicting the impact of treatments over time with uncertainty aware neural differential equations. AISTATS 2022
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NIPS 2022
Causal Autoregressive Flows AISTATS 2021
SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes NIPS 2021
Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth IJCAI 2020
Counterfactual Predictions under Runtime Confounding NIPS 2020
Counterfactual Prediction for Bundle Treatment NIPS 2020
Causal Discovery in Physical Systems from Videos NIPS 2020
Robust Multi-agent Counterfactual Prediction NIPS 2019
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019
Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019
Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NIPS 2017
Deep IV: A Flexible Approach for Counterfactual Prediction ICML 2017