random projection

Compressed Counting Meets Compressed Sensing COLT 2014 Histograms of Pattern Sets for Image Classification and Object Recognition CVPR 2014 Making Fisher Discriminant Analysis Scalable ICML 2014 New Bounds on Compressive Linear Least Squares Regression AISTATS 2014 Bellman Error Based Feature Generation using Random Projections on Sparse Spaces NeurIPS 2013 Dense Non-rigid Point-Matching Using Random Projections CVPR 2013 Estimating Unknown Sparsity in Compressed Sensing ICML 2013 Large-Scale Learning with Less RAM via Randomization ICML 2013 Random Projections as Regularizers: Learning a Linear Discriminant Ensemble from Fewer Observations than Dimensions ACML 2013 Random Projections for Support Vector Machines AISTATS 2013 Recovering the Optimal Solution by Dual Random Projection COLT 2013 Sharp Generalization Error Bounds for Randomly-projected Classifiers ICML 2013 Sign Cauchy Projections and Chi-Square Kernel NeurIPS 2013 Sketching Structured Matrices for Faster Nonlinear Regression NeurIPS 2013 The Randomized Dependence Coefficient NeurIPS 2013 Topic Discovery through Data Dependent and Random Projections ICML 2013 Entropy Estimations Using Correlated Symmetric Stable Random Projections NeurIPS 2012 FastEx: Hash Clustering with Exponential Families NeurIPS 2012 Learning with Recursive Perceptual Representations NeurIPS 2012 Linear Regression With Random Projections JMLR 2012 Super-Bit Locality-Sensitive Hashing NeurIPS 2012 A More Powerful Two-Sample Test in High Dimensions using Random Projection NeurIPS 2011 A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011 Hashing Algorithms for Large-Scale Learning NeurIPS 2011 Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NeurIPS 2011