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Algorithms

1295 directly classified papers

Papers per year

Papers

Practical and Optimal LSH for Angular Distance NIPS 2015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NIPS 2015
An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NIPS 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data NIPS 2015
Coresets for k-Segmentation of Streaming Data NIPS 2014
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
SPMF: A Java Open-Source Pattern Mining Library JMLR 2014
Accelerating t-SNE using Tree-Based Algorithms JMLR 2014
Surface-from-Gradients: An Approach Based on Discrete Geometry Processing CVPR 2014
On Projective Reconstruction In Arbitrary Dimensions CVPR 2014
A Kernel Independence Test for Random Processes ICML 2014
3D Modeling from Wide Baseline Range Scans using Contour Coherence CVPR 2014
Orientation Robust Text Line Detection in Natural Images CVPR 2014
Compressed Counting Meets Compressed Sensing COLT 2014
Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit NIPS 2014
A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014
Low Rank Approximation Lower Bounds in Row-Update Streams 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
Object Partitioning using Local Convexity CVPR 2014
Distributed Balanced Clustering via Mapping Coresets NIPS 2014
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction CVPR 2014
Unsupervised Deep Haar Scattering on Graphs NIPS 2014
Density-preserving quantization with application to graph downsampling COLT 2014