Algorithms

Density-preserving quantization with application to graph downsampling COLT 2014 Deterministic Symmetric Positive Semidefinite Matrix Completion NeurIPS 2014 Distributed Balanced Clustering via Mapping Coresets NeurIPS 2014 Distributed Power-law Graph Computing: Theoretical and Empirical Analysis NeurIPS 2014 Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction CVPR 2014 Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR 2014 Incremental Clustering: The Case for Extra Clusters NeurIPS 2014 In Defense of Minhash over Simhash AISTATS 2014 Learning Chordal Markov Networks by Dynamic Programming NeurIPS 2014 Low Rank Approximation Lower Bounds in Row-Update Streams NeurIPS 2014 Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014 Multiscale Fields of Patterns NeurIPS 2014 Multi-Scale Spectral Decomposition of Massive Graphs NeurIPS 2014 Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms NeurIPS 2014 Object Partitioning using Local Convexity CVPR 2014 On Projective Reconstruction In Arbitrary Dimensions CVPR 2014 On the Computational Efficiency of Training Neural Networks NeurIPS 2014 On the Convergence Rate of Decomposable Submodular Function Minimization NeurIPS 2014 Orientation Robust Text Line Detection in Natural Images CVPR 2014 Parallel Double Greedy Submodular Maximization NeurIPS 2014 Recovery of Coherent Data via Low-Rank Dictionary Pursuit NeurIPS 2014 Sparse Polynomial Learning and Graph Sketching NeurIPS 2014 SPMF: A Java Open-Source Pattern Mining Library JMLR 2014 Stochastic Network Design in Bidirected Trees NeurIPS 2014 Streaming, Memory Limited Algorithms for Community Detection NeurIPS 2014