streaming data

TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning IJCAI 2021 Learning with Feature and Distribution Evolvable Streams ICML 2020 Streaming Nonlinear Bayesian Tensor Decomposition UAI 2020 Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data ICML 2020 Tracking Disaster Footprints with Social Streaming Data AAAI 2020 Collaborative, Dynamic and Diversified User Profiling AAAI 2019 FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019 Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples IJCAI 2019 Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study EMNLP 2019 Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series AISTATS 2019 Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization IJCAI 2019 Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018 Mining Streaming and Temporal Data: from Representation to Knowledge IJCAI 2018 Noria: dynamic, partially-stateful data-flow for high-performance web applications OSDI 2018 Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018 Streaming kernel regression with provably adaptive mean, variance, and regularization JMLR 2018 Variance-Reduced Stochastic Gradient Descent on Streaming Data NeurIPS 2018 Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NeurIPS 2017 Learning Mixture of Gaussians with Streaming Data NeurIPS 2017 Parallel Streaming Wasserstein Barycenters NeurIPS 2017 Stochastic Online Anomaly Analysis for Streaming Time Series IJCAI 2017 Streaming Sparse Gaussian Process Approximations NeurIPS 2017 Robust Random Cut Forest Based Anomaly Detection on Streams ICML 2016 A trust-region method for stochastic variational inference with applications to streaming data ICML 2015 Streaming Variational Inference for Dirichlet Process Mixtures ACML 2015