Computer Science

Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data AISTATS 2014 Fully Decentralized Task Swaps with Optimized Local Searching RSS 2014 Geometric Urban Geo-Localization CVPR 2014 Grassmann Averages for Scalable Robust PCA CVPR 2014 Illumination-Aware Age Progression CVPR 2014 Image-based Synthesis and Re-Synthesis of Viewpoints Guided by 3D Models CVPR 2014 Image Pre-compensation: Balancing Contrast and Ringing CVPR 2014 Incremental Clustering: The Case for Extra Clusters NeurIPS 2014 In Defense of Minhash over Simhash AISTATS 2014 Large-scale L-BFGS using MapReduce NeurIPS 2014 Learning Chordal Markov Networks by Dynamic Programming NeurIPS 2014 Learning on graphs using Orthonormal Representation is Statistically Consistent NeurIPS 2014 Learning Optimal Commitment to Overcome Insecurity NeurIPS 2014 Learning Shuffle Ideals Under Restricted Distributions NeurIPS 2014 Low Rank Approximation Lower Bounds in Row-Update Streams NeurIPS 2014 Manifold Based Dynamic Texture Synthesis from Extremely Few Samples CVPR 2014 Median Selection Subset Aggregation for Parallel Inference 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 Nearest Neighbors Using Compact Sparse Codes ICML 2014 Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms NeurIPS 2014 Near-Optimal Joint Object Matching via Convex Relaxation ICML 2014 New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014 Object Partitioning using Local Convexity CVPR 2014