conftrace_

instrumental variable regression

13 papers

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Also known as

IVR IV REGRESSION

Co-occurring keywords

causal inference (1630) instrumental variable (75) kernel methods (1097) two-stage least square (4) nonparametric regression (111) uncertainty quantification (1393) online learning (1777) stochastic optimization (1060) linear bandit (124) treatment effect estimation (72)

Papers

Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data NIPS 2024
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients NIPS 2024
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness COLT 2023
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023
Instrumental Variable Regression with Confounder Balancing ICML 2022
Causal Imitation Learning under Temporally Correlated Noise ICML 2022
Fast Instrument Learning with Faster Rates NIPS 2022
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses ICML 2022
Scalable Quasi-Bayesian Inference for Instrumental Variable Regression NIPS 2021
Dual Instrumental Variable Regression NIPS 2020
Minimax Estimation of Conditional Moment Models NIPS 2020
Kernel Instrumental Variable Regression NIPS 2019