Algorithms

Practical and Optimal LSH for Angular Distance NeurIPS 2015 Radial Distortion Homography CVPR 2015 Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NeurIPS 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Robust Multiple Homography Estimation: An Ill-Solved Problem CVPR 2015 Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers CVPR 2015 Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares ICML 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 Superpixel Segmentation Using Linear Spectral Clustering CVPR 2015 Swept Approximate Message Passing for Sparse Estimation ICML 2015 Testing Closeness With Unequal Sized Samples NeurIPS 2015 3D Modeling from Wide Baseline Range Scans using Contour Coherence CVPR 2014 Accelerating t-SNE using Tree-Based Algorithms JMLR 2014 Additive Quantization for Extreme Vector Compression CVPR 2014 A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014 A Kernel Independence Test for Random Processes ICML 2014 Anti-differentiating approximation algorithms:A case study with min-cuts, spectral, and flow ICML 2014 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 A* Sampling NeurIPS 2014 Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NeurIPS 2014 Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NeurIPS 2014 Compressed Counting Meets Compressed Sensing COLT 2014 Computing Nash Equilibria in Generalized Interdependent Security Games NeurIPS 2014 Coresets for k-Segmentation of Streaming Data NeurIPS 2014