conftrace_

random projection

145 papers

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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

Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time ICML 2022
Least Squares Estimation using Sketched Data with Heteroskedastic Errors ICML 2022
Noisy L0-sparse subspace clustering on dimensionality reduced data UAI 2022
SignRFF: Sign Random Fourier Features NIPS 2022
Efficient learning of sparse and decomposable PDEs using random projection UAI 2022
Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021
Private Release of Text Embedding Vectors NAACL 2021
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections NIPS 2021
Quantization Algorithms for Random Fourier Features ICML 2021
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions NIPS 2021
Dimensionality Reduction for Wasserstein Barycenter NIPS 2021
Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021
Differentially Private Small Dataset Release Using Random Projections UAI 2020
Sparse Projection Oblique Randomer Forests JMLR 2020
Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections JMLR 2020
Tensorized Random Projections AISTATS 2020
Statistical and Topological Properties of Sliced Probability Divergences NIPS 2020
Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020
Random Projections and α-Shape to Support the Kernel Design (Student Abstract) AAAI 2020
Learning sparse codes from compressed representations with biologically plausible local wiring constraints NIPS 2020
Local Binary Pattern Networks WACV 2020
Gaussian Sketching yields a J-L Lemma in RKHS AISTATS 2020
Improving Neural Network Training in Low Dimensional Random Bases NIPS 2020
Kernel Methods Through the Roof: Handling Billions of Points Efficiently NIPS 2020
Randomized tests for high-dimensional regression: A more efficient and powerful solution NIPS 2020