random projection

Sparse Embedded k-Means Clustering NeurIPS 2017 Structured adaptive and random spinners for fast machine learning computations AISTATS 2017 An algorithm for L1 nearest neighbor search via monotonic embedding NeurIPS 2016 A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares JMLR 2016 Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016 Binary embeddings with structured hashed projections ICML 2016 DUAL-LOCO: Distributing Statistical Estimation Using Random Projections AISTATS 2016 Efficient Private Empirical Risk Minimization for High-dimensional Learning ICML 2016 How to Fake Multiply by a Gaussian Matrix ICML 2016 Quantized Random Projections and Non-Linear Estimation of Cosine Similarity NeurIPS 2016 Scalable Adaptive Stochastic Optimization Using Random Projections NeurIPS 2016 The Multiscale Laplacian Graph Kernel NeurIPS 2016 Tight Variational Bounds via Random Projections and I-Projections AISTATS 2016 Variational Bayes on Monte Carlo Steroids NeurIPS 2016 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 A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections ACML 2015 Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015 Compressive spectral embedding: sidestepping the SVD NeurIPS 2015 Fast and Accurate Head Pose Estimation via Random Projection Forests ICCV 2015 Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015 On the Complexity of Learning with Kernels COLT 2015 Tensor Factorization via Matrix Factorization AISTATS 2015 Circulant Binary Embedding ICML 2014 Coding for Random Projections ICML 2014