unbiased estimation

An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations NeurIPS 2024 DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024 Efficient Online Set-valued Classification with Bandit Feedback ICML 2024 On Unbiased Estimation for Partially Observed Diffusions JMLR 2024 Robust Graph Neural Networks via Unbiased Aggregation NeurIPS 2024 A New Challenge in Policy Evaluation AAAI 2023 Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation ICML 2023 DEANN: Speeding up Kernel-Density Estimation using Approximate Nearest Neighbor Search AISTATS 2022 Blocking-based Neighbor Sampling for Large-scale Graph Neural Networks IJCAI 2021 Maxmin Q-learning: Controlling the Estimation Bias of Q-learning ICLR 2020 SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models ICLR 2020 Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL 2019 Theoretical guarantees for sampling and inference in generative models with latent diffusions COLT 2019 Unbiased Objective Estimation in Predictive Optimization ICML 2018