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conftrace_

streaming algorithm

149 papers

Papers

Grammar induction from (lots of) words alone COLING 2016 k-variates++: more pluses in the k-means++ ICML 2016 Online and Differentially-Private Tensor Decomposition NeurIPS 2016 Streaming Kernel Principal Component Analysis AISTATS 2016 Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja’s Algorithm COLT 2016 Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015 Correlation Clustering in Data Streams ICML 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Online Learning of Eigenvectors ICML 2015 Streaming, Distributed Variational Inference for Bayesian Nonparametrics NeurIPS 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Streaming Sparse Principal Component Analysis ICML 2015 Coresets for k-Segmentation of Streaming Data NeurIPS 2014 Low Rank Approximation Lower Bounds in Row-Update Streams NeurIPS 2014 Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NeurIPS 2014 Streaming, Memory Limited Algorithms for Community Detection NeurIPS 2014 The Noisy Power Method: A Meta Algorithm with Applications NeurIPS 2014 Memory Limited, Streaming PCA NeurIPS 2013 Near-Optimal Entrywise Sampling for Data Matrices NeurIPS 2013 Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013 Scalable Training of Mixture Models via Coresets NeurIPS 2011 Deterministic Single-Pass Algorithm for LDA NeurIPS 2010 Streaming k-means approximation NeurIPS 2009 Streaming Pointwise Mutual Information NeurIPS 2009