conftrace_

distributed algorithm

79 papers

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Co-occurring keywords

distributed learning (563) approximation algorithm (630) k-means clustering (235) communication efficiency (297) distributed computing (98) communication complexity (99) submodular optimization (261) graph algorithm (178) streaming algorithm (131) greedy algorithm (242)

Papers

Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski $p$-Norms ICML 2018
Parallel and Streaming Algorithms for K-Core Decomposition ICML 2018
Towards Improving the Expressivity and Scalability of Distributed Constraint Optimization Problems IJCAI 2018
Distributed Adaptive Sampling for Kernel Matrix Approximation AISTATS 2017
Computational Limits of A Distributed Algorithm for Smoothing Spline JMLR 2017
Distributed and Provably Good Seedings for k-Means in Constant Rounds ICML 2017
Clustering Billions of Reads for DNA Data Storage NIPS 2017
Affinity Clustering: Hierarchical Clustering at Scale NIPS 2017
Efficient Online Multi-robot Exploration via Distributed Sequential Greedy Assignment RSS 2017
Greedy Column Subset Selection: New Bounds and Distributed Algorithms ICML 2016
Fast Distributed Submodular Cover: Public-Private Data Summarization NIPS 2016
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015
Distributed Submodular Cover: Succinctly Summarizing Massive Data NIPS 2015
Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds ICML 2015
Distributed Balanced Clustering via Mapping Coresets NIPS 2014
Capturing Long-tail Distributions of Object Subcategories CVPR 2014
Median Selection Subset Aggregation for Parallel Inference NIPS 2014
Information Consensus for Distributed Multi-target Tracking CVPR 2013
Distributed $k$-means and $k$-median Clustering on General Topologies NIPS 2013
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Gossip-based distributed stochastic bandit algorithms ICML 2013
What's in the Bag: A Distributed Approach to 3D Shape Duplication with Modular Robots RSS 2012
A Distributable and Computation-flexible Assignment Algorithm: From Local Task Swapping to Global Optimality RSS 2012
Convergence of Distributed Asynchronous Learning Vector Quantization Algorithms JMLR 2011
Distributed Algorithms for Topic Models JMLR 2009