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johnson-lindenstrauss transform

11 papers

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Also known as

JL TRANSFORM JL JLT

Co-occurring keywords

dimensionality reduction (720) random projection (145) differential privacy (1016) linear regression (282) ridge regression (134) oblivious subspace embedding (2) sparse embedding (9) sampling algorithm (130) random embedding (6) iterative algorithm (41)

Papers

QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings AISTATS 2022
Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021
Tensorized Random Projections AISTATS 2020
Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NIPS 2019
Differentially Private Optimal Transport: Application to Domain Adaptation IJCAI 2019
Old Techniques in Differentially Private Linear Regression ALT 2019
Understanding Sparse JL for Feature Hashing NIPS 2019
The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings NIPS 2017
Differentially Private Ordinary Least Squares ICML 2017
Sparse Randomized Partition Trees for Nearest Neighbor Search AISTATS 2017