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stratified sampling

23 papers

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Co-occurring keywords

variance reduction (523) monte carlo integration (16) shapley value (206) multi-armed bandit (1098) control variate (54) computational efficiency (362) adaptive sampling (123) explainable ai (480) stochastic gradient descent (1091) vbx algorithm (1)

Papers

ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge CVPR 2025
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models NIPS 2024
Benchmark Transparency: Measuring the Impact of Data on Evaluation NAACL 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification AISTATS 2024
Using Stratified Sampling to Improve LIME Image Explanations AAAI 2024
Simple Weak Coresets for Non-decomposable Classification Measures AAAI 2024
Toward More Effective Human Evaluation for Machine Translation ACL 2022
Online Speaker Diarization with Core Samples Selection INTERSPEECH 2022
Approximating the Shapley Value Using Stratified Empirical Bernstein Sampling IJCAI 2021
Optimal Off-Policy Evaluation from Multiple Logging Policies ICML 2021
Variance Reduced Training with Stratified Sampling for Forecasting Models ICML 2021
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
Orthogonal Estimation of Wasserstein Distances AISTATS 2019
Faster Boosting with Smaller Memory NIPS 2019
Stratified Sampling Meets Machine Learning ICML 2016
Optimizing Speech Recognition Evaluation Using Stratified Sampling INTERSPEECH 2016
Adaptive Strategy for Stratified Monte Carlo Sampling JMLR 2015
Active Regression by Stratification NIPS 2014
Toward Optimal Stratification for Stratified Monte-Carlo Integration ICML 2013
Scalable Simple Random Sampling and Stratified Sampling ICML 2013
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Finite Time Analysis of Stratified Sampling for Monte Carlo NIPS 2011
Ultrafast Monte Carlo for Statistical Summations NIPS 2007