conftrace_

concept drift detection

7 papers

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Co-occurring keywords

online learning (1777) streaming datum (77) concept drift (73) data stream (65) streaming classification (2) correntropy function (1) information-theoretic feature selection (1) symmetric positive semidefinite matrix (3) prediction uncertainty (13) label-efficient learning (25)

Papers

SuBiTO: Synopsis-based Training Optimization for Continuous Real-Time Neural Learning over Big Streaming Data AAAI 2025
Early Concept Drift Detection via Prediction Uncertainty AAAI 2025
Error bounds for any regression model using Gaussian processes with gradient information AISTATS 2024
Towards Non-Parametric Drift Detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD) ICML 2020
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications IJCAI 2020
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018
Concept Drift Detection Through Resampling ICML 2014