Efficient Computing

Large-Scale Video Hashing via Structure Learning ICCV 2013 Learning Adaptive Value of Information for Structured Prediction NeurIPS 2013 Learning Hash Codes with Listwise Supervision ICCV 2013 Learning Hash Functions Using Column Generation ICML 2013 Local Deep Kernel Learning for Efficient Non-linear SVM Prediction ICML 2013 Loss-Proportional Subsampling for Subsequent ERM ICML 2013 MLPACK: A Scalable C++ Machine Learning Library JMLR 2013 More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server NeurIPS 2013 Neighbor-to-Neighbor Search for Fast Coding of Feature Vectors ICCV 2013 New Subsampling Algorithms for Fast Least Squares Regression NeurIPS 2013 Offline Mobile Instance Retrieval with a Small Memory Footprint ICCV 2013 Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR 2013 Polar Operators for Structured Sparse Estimation NeurIPS 2013 Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013 Probabilistic Label Trees for Efficient Large Scale Image Classification CVPR 2013 Recovering the Optimal Solution by Dual Random Projection COLT 2013 Revisiting the Nystrom method for improved large-scale machine learning ICML 2013 Robust Bloom Filters for Large MultiLabel Classification Tasks NeurIPS 2013 Robust Regression on MapReduce ICML 2013 Scalable Simple Random Sampling and Stratified Sampling ICML 2013 Sign Cauchy Projections and Chi-Square Kernel NeurIPS 2013 Sketching Structured Matrices for Faster Nonlinear Regression NeurIPS 2013 Structured Light in Sunlight ICCV 2013 Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NeurIPS 2013 That was fast! Speeding up NN search of high dimensional distributions. ICML 2013