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importance weight

16 papers

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Co-occurring keywords

importance sampling (318) off-policy evaluation (144) monte carlo method (126) contextual bandit (381) off-policy learning (228) density ratio estimation (48) value function (295) amortization gap (1) estimation accuracy (4) weight estimation (2)

Papers

One-step Label Shift Adaptation via Robust Weight Estimation IJCAI 2025
Pareto Smoothed Importance Sampling JMLR 2024
Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution CVPR 2023
Infinite Action Contextual Bandits with Reusable Data Exhaust ICML 2023
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning NIPS 2023
Multicalibrated Partitions for Importance Weights ALT 2022
Experience Replay with Likelihood-free Importance Weights L4DC 2022
Learning Task Sampling Policy for Multitask Learning EMNLP 2021
Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning NIPS 2021
Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks AAAI 2021
Minimax Value Interval for Off-Policy Evaluation and Policy Optimization NIPS 2020
Bridging the Gap Between f-GANs and Wasserstein GANs ICML 2020
Doubly robust off-policy evaluation with shrinkage ICML 2020
Training Variational Autoencoders with Buffered Stochastic Variational Inference AISTATS 2019
Variational Inference with Tail-adaptive f-Divergence NIPS 2018
Black-box Importance Sampling AISTATS 2017