conftrace_

unbiased estimation

11 papers

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Co-occurring keywords

graph neural network (3962) policy evaluation (115) stochastic gradient ascent (7) neural sde (1) randomized controlled trial (23) least square (101) graph convolution (183) satellite imagery (155) positive-unlabeled learning (69) unbiased estimator (39)

Papers

An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations NIPS 2024
On Unbiased Estimation for Partially Observed Diffusions JMLR 2024
DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024
Robust Graph Neural Networks via Unbiased Aggregation NIPS 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
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