conftrace_

streaming algorithm

131 papers

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Co-occurring keywords

approximation algorithm (630) submodular maximization (143) principal component analysis (316) sample complexity (1169) differential privacy (1016) online algorithm (445) data summarization (37) online learning (1777) dimensionality reduction (720) multi-armed bandit (1098)

Papers

Tensor Decomposition via Simultaneous Power Iteration ICML 2017
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS 2017
Co-Occurring Directions Sketching for Approximate Matrix Multiply AISTATS 2017
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NIPS 2017
Parallel Streaming Wasserstein Barycenters NIPS 2017
Deletion-Robust Submodular Maximization: Data Summarization with “the Right to be Forgotten” ICML 2017
A Minimax Optimal Algorithm for Crowdsourcing NIPS 2017
An Efficient Streaming Algorithm for the Submodular Cover Problem NIPS 2016
k-variates++: more pluses in the k-means++ ICML 2016
Dimensionality Reduction of Massive Sparse Datasets Using Coresets NIPS 2016
Streaming Kernel Principal Component Analysis AISTATS 2016
Online and Differentially-Private Tensor Decomposition NIPS 2016
Grammar induction from (lots of) words alone COLING 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
Streaming Min-max Hypergraph Partitioning NIPS 2015
Online Learning of Eigenvectors ICML 2015
Streaming Sparse Principal Component Analysis ICML 2015
Correlation Clustering in Data Streams ICML 2015
Streaming, Distributed Variational Inference for Bayesian Nonparametrics NIPS 2015
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Memory Limited, Streaming PCA NIPS 2013