conftrace_

streaming datum

77 papers

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Co-occurring keywords

online learning (1777) continual learning (1181) stochastic gradient descent (1091) variational inference (2069) gaussian process (1200) bayesian inference (1907) concept drift (73) concept drift detection (7) tensor factorization (90) low-rank approximation (323)

Papers

Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data ICML 2020
Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization IJCAI 2019
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series AISTATS 2019
Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples IJCAI 2019
FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019
Collaborative, Dynamic and Diversified User Profiling AAAI 2019
Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study EMNLP 2019
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018
Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018
Streaming kernel regression with provably adaptive mean, variance, and regularization JMLR 2018
Variance-Reduced Stochastic Gradient Descent on Streaming Data NIPS 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
Streaming Sparse Gaussian Process Approximations NIPS 2017
Learning Mixture of Gaussians with Streaming Data NIPS 2017
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NIPS 2017
Stochastic Online Anomaly Analysis for Streaming Time Series IJCAI 2017
Parallel Streaming Wasserstein Barycenters NIPS 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
The Population Posterior and Bayesian Modeling on Streams NIPS 2015
Streaming Variational Inference for Dirichlet Process Mixtures ACML 2015
Coresets for k-Segmentation of Streaming Data NIPS 2014
Memory and Computation Efficient PCA via Very Sparse Random Projections ICML 2014
A simple sketching algorithm for entropy estimation over streaming data AISTATS 2013