data stream

DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices AAAI 2026 RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network AAAI 2026 Early Concept Drift Detection via Prediction Uncertainty AAAI 2025 MODL: Multilearner Online Deep Learning AISTATS 2025 ASML: A Scalable and Efficient AutoML Solution for Data Streams AutoML 2024 Learning from Snapshots of Discrete and Continuous Data Streams NeurIPS 2024 Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams ICML 2024 Recurrent Concept Drifts on Data Streams IJCAI 2024 Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract) AAAI 2023 Computationally Assisted Quality Control for Public Health Data Streams IJCAI 2023 Federated Learning for Data Streams AISTATS 2023 Improved Frequency Estimation Algorithms with and without Predictions NeurIPS 2023 Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023 Online Harmonizing Gradient Descent for Imbalanced Data Streams One-Pass Classification IJCAI 2023 Online k-means Clustering on Arbitrary Data Streams ALT 2023 Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023 SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams EMNLP 2023 Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams. ICLR 2023 A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022 Coresets for Data Discretization and Sine Wave Fitting AISTATS 2022 Efficient and Stable Fully Dynamic Facility Location NeurIPS 2022 Looking Back on Learned Experiences For Class/task Incremental Learning ICLR 2022 Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022 A Bayesian nonparametric approach to count-min sketch under power-law data streams AISTATS 2021 A Clustering-based framework for Classifying Data Streams IJCAI 2021