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Computer Science

5,747 papers (0 classified directly here)

Subtopics

Applications (3,823) Foundations (1,623) Systems (601)

Papers per year

1
18
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551
887
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Papers (including subtopics)

On Communication Cost of Distributed Statistical Estimation and Dimensionality NIPS 2014
Unsupervised Deep Haar Scattering on Graphs NIPS 2014
Distributed Power-law Graph Computing: Theoretical and Empirical Analysis NIPS 2014
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NIPS 2014
Large-scale L-BFGS using MapReduce NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
Sparse Polynomial Learning and Graph Sketching NIPS 2014
Distributed Balanced Clustering via Mapping Coresets NIPS 2014
Projective dictionary pair learning for pattern classification NIPS 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Multi-Scale Spectral Decomposition of Massive Graphs NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Efficient Distributed Topic Modeling with Provable Guarantees AISTATS 2014
Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data AISTATS 2014
Towards building a Crowd-Sourced Sky Map AISTATS 2014
In Defense of Minhash over Simhash AISTATS 2014
Density-preserving quantization with application to graph downsampling COLT 2014
New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Compressed Counting Meets Compressed Sensing COLT 2014
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction CVPR 2014
Object Partitioning using Local Convexity CVPR 2014
On Projective Reconstruction In Arbitrary Dimensions CVPR 2014
Two-View Camera Housing Parameters Calibration for Multi-Layer Flat Refractive Interface CVPR 2014
StoryGraphs: Visualizing Character Interactions as a Timeline CVPR 2014