conftrace_

random projection

145 papers

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Also known as

RP

Co-occurring keywords

dimensionality reduction (720) dimension reduction (120) kernel methods (1097) compressive sensing (126) compressed sensing (201) high-dimensional datum (158) nearest neighbor search (186) generalization error (285) cosine similarity (152) support vector machine (978)

Papers

A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015
A Hybrid Approach for Probabilistic Inference using Random Projections ICML 2015
On the Complexity of Learning with Kernels COLT 2015
Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015
Tensor Factorization via Matrix Factorization AISTATS 2015
Compressive spectral embedding: sidestepping the SVD NIPS 2015
Coding for Random Projections ICML 2014
Making Fisher Discriminant Analysis Scalable ICML 2014
New Bounds on Compressive Linear Least Squares Regression AISTATS 2014
Compressed Counting Meets Compressed Sensing COLT 2014
Circulant Binary Embedding ICML 2014
Histograms of Pattern Sets for Image Classification and Object Recognition CVPR 2014
Dense Non-rigid Point-Matching Using Random Projections CVPR 2013
Large-Scale Learning with Less RAM via Randomization ICML 2013
Topic Discovery through Data Dependent and Random Projections ICML 2013
Random Projections for Support Vector Machines AISTATS 2013
Sharp Generalization Error Bounds for Randomly-projected Classifiers ICML 2013
Estimating Unknown Sparsity in Compressed Sensing ICML 2013
Recovering the Optimal Solution by Dual Random Projection COLT 2013
Random Projections as Regularizers: Learning a Linear Discriminant Ensemble from Fewer Observations than Dimensions ACML 2013
The Randomized Dependence Coefficient NIPS 2013
Sketching Structured Matrices for Faster Nonlinear Regression NIPS 2013
Sign Cauchy Projections and Chi-Square Kernel NIPS 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces NIPS 2013
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012