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Algorithms

1,298 papers

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Papers

An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares ICML 2015
Swept Approximate Message Passing for Sparse Estimation ICML 2015
Deterministic Independent Component Analysis ICML 2015
An Asynchronous Parallel Stochastic Coordinate Descent Algorithm JMLR 2015
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Global Convergence of Online Limited Memory BFGS JMLR 2015
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit 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
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
In Defense of Minhash over Simhash AISTATS 2014
Density-preserving quantization with application to graph downsampling 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
Additive Quantization for Extreme Vector Compression CVPR 2014
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014
Surface-from-Gradients: An Approach Based on Discrete Geometry Processing CVPR 2014