Mathematics

A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NeurIPS 2015 A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015 A Stable Multi-Scale Kernel for Topological Machine Learning CVPR 2015 A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis CVPR 2015 A Statistical Perspective on Algorithmic Leveraging JMLR 2015 A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015 A Structural Smoothing Framework For Robust Graph Comparison NeurIPS 2015 Automatic Construction Of Robust Spherical Harmonic Subspaces CVPR 2015 A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV 2015 Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades AISTATS 2015 b-bit Marginal Regression NeurIPS 2015 Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015 Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NeurIPS 2015 Book2Movie: Aligning Video Scenes With Book Chapters CVPR 2015 Casual Stereoscopic Panorama Stitching CVPR 2015 Classical Scaling Revisited ICCV 2015 Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Column Subset Selection with Missing Data via Active Sampling AISTATS 2015 Community Detection Using Time-Dependent Personalized PageRank ICML 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Competitive Distribution Estimation: Why is Good-Turing Good NeurIPS 2015 Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015 Completing Any Low-rank Matrix, Provably JMLR 2015 Computational Lower Bounds for Community Detection on Random Graphs COLT 2015