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

Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NIPS 2020
Statistical and Topological Properties of Sliced Probability Divergences NIPS 2020
Randomly Projected Additive Gaussian Processes for Regression ICML 2020
Gaussian Sketching yields a J-L Lemma in RKHS AISTATS 2020
Tensorized Random Projections AISTATS 2020
Don't take it lightly: Phasing optical random projections with unknown operators NIPS 2019
Towards Clustering High-dimensional Gaussian Mixture Clouds in Linear Running Time AISTATS 2019
Bayesian Batch Active Learning as Sparse Subset Approximation NIPS 2019
Sign-Full Random Projections AAAI 2019
Asymptotics for Sketching in Least Squares Regression NIPS 2019
Understanding Sparse JL for Feature Hashing NIPS 2019
Dimension-Free Error Bounds from Random Projections AAAI 2019
Random Projection in Neural Episodic Control ACML 2019
Sharp Theoretical Analysis for Nonparametric Testing under Random Projection COLT 2019
Random Projections with Asymmetric Quantization NIPS 2019
AugBoost: Gradient Boosting Enhanced with Step-Wise Feature Augmentation IJCAI 2019
Generalization Error Analysis of Quantized Compressive Learning NIPS 2019
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data ICML 2019
Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NIPS 2019
Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NIPS 2019
High-dimensional Similarity Learning via Dual-sparse Random Projection IJCAI 2018
Fully Understanding The Hashing Trick NIPS 2018
Network Approximation using Tensor Sketching IJCAI 2018
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018
Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018