conftrace_

bound estimation

10 papers

Explore in graph

Co-occurring keywords · papers mentioning both

causal inference (8) observational data (4) treatment effect (4) neural network (2) benefit function (2) unit selection (2) generative model (2) quasi-oracle bound (1) lipschitz certification (1) causal bound (1)

Papers

Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding NeurIPS 2024 Unit Selection with Nonbinary Treatment and Effect AAAI 2024 Approximate Causal Effect Identification under Weak Confounding ICML 2023 B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding ICML 2023 Unit Selection with Causal Diagram AAAI 2022 What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NeurIPS 2022 A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021 Provable Lipschitz Certification for Generative Models ICML 2021 Estimation of Bounds on Potential Outcomes For Decision Making ICML 2020 Lipschitz constant estimation of Neural Networks via sparse polynomial optimization ICLR 2020