random projection

Generalization Error Analysis of Quantized Compressive Learning NeurIPS 2019 Random mesh projectors for inverse problems ICLR 2019 Random Projection in Neural Episodic Control ACML 2019 Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NeurIPS 2019 Random Projections with Asymmetric Quantization NeurIPS 2019 Sharp Theoretical Analysis for Nonparametric Testing under Random Projection COLT 2019 Sign-Full Random Projections AAAI 2019 Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NeurIPS 2019 Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time AISTATS 2019 Understanding Sparse JL for Feature Hashing NeurIPS 2019 An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018 Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018 Fully Understanding The Hashing Trick NeurIPS 2018 Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018 High-dimensional Similarity Learning via Dual-sparse Random Projection IJCAI 2018 Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch NeurIPS 2018 Network Approximation using Tensor Sketching IJCAI 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Compressed Least Squares Regression revisited AISTATS 2017 Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017 Near Optimal Sketching of Low-Rank Tensor Regression NeurIPS 2017 Random projection design for scalable implicit smoothing of randomly observed stochastic processes AISTATS 2017 Random Projection Filter Bank for Time Series Data NeurIPS 2017 Simple strategies for recovering inner products from coarsely quantized random projections NeurIPS 2017 Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data AISTATS 2017