Skip to content
conftrace_

stream learning

9 papers

Explore in graph

Co-occurring keywords · papers mentioning both

online learning (4) concept drift (4) drift detection (2) active learning (2) python framework (1) stream classification (1) incremental decision tree (1) virtual drift (1) feature evolvable learning (1) storage budget (1)

Papers

Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams AAAI 2025 Recurrent Concept Drifts on Data Streams IJCAI 2024 DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021 Storage Fit Learning with Feature Evolvable Streams AAAI 2021 Scikit-Multiflow: A Multi-output Streaming Framework JMLR 2018 Echo State Hoeffding Tree Learning ACML 2016 Efficient and Parsimonious Agnostic Active Learning NeurIPS 2015 Consistency of Nearest Neighbor Classification under Selective Sampling COLT 2012 Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners JMLR 2007