Foundations

To Waffinity and Beyond: A Scalable Architecture for Incremental Parallelization of File System Code OSDI 2016 AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015 A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015 A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching CVPR 2015 An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NeurIPS 2015 An Asynchronous Parallel Stochastic Coordinate Descent Algorithm JMLR 2015 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NeurIPS 2015 A Structural Smoothing Framework For Robust Graph Comparison NeurIPS 2015 Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015 Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Convergence rates of sub-sampled Newton methods NeurIPS 2015 Convex Optimization With Abstract Linear Operators ICCV 2015 Deterministic Independent Component Analysis ICML 2015 Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Fast Bidirectional Probability Estimation in Markov Models NeurIPS 2015 Fast Distributed k-Center Clustering with Outliers on Massive Data NeurIPS 2015 From random walks to distances on unweighted graphs NeurIPS 2015 Global Convergence of Online Limited Memory BFGS JMLR 2015 Globally Optimal 2D-3D Registration From Points or Lines Without Correspondences ICCV 2015 Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015 Halting in Random Walk Kernels NeurIPS 2015