Random projections for Bayesian regression

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Random projections for Bayesian regression

23 April 2015

Alexander Munteanu

Jens Quedenfeld

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Papers citing "Random projections for Bayesian regression"

11 / 11 papers shown

Title
On randomized sketching algorithms and the Tracy-Widom law Daniel Ahfock W. Astle S. Richardson 55 1 0 03 Jan 2022
Oblivious sketching for logistic regression Alexander Munteanu Simon Omlor David P. Woodruff UQCV 85 18 0 14 Jul 2021
An Econometric Perspective on Algorithmic Subsampling Serena Ng S. Lee 62 13 0 03 Jul 2019
Sparse Variational Inference: Bayesian Coresets from Scratch Trevor Campbell Boyan Beronov 85 38 0 07 Jun 2019
LR-GLM: High-Dimensional Bayesian Inference Using Low-Rank Data Approximations Brian L. Trippe Jonathan H. Huggins Raj Agrawal Tamara Broderick BDL 73 9 0 17 May 2019
Subspace Embedding and Linear Regression with Orlicz Norm Alexandr Andoni Chengyu Lin Ying Sheng Peilin Zhong Ruiqi Zhong 74 36 0 17 Jun 2018
On Coresets for Logistic Regression Alexander Munteanu Chris Schwiegelshohn C. Sohler David P. Woodruff 106 110 0 22 May 2018
Automated Scalable Bayesian Inference via Hilbert Coresets Trevor Campbell Tamara Broderick 99 127 0 13 Oct 2017
Statistical properties of sketching algorithms Daniel Ahfock W. Astle S. Richardson 92 39 0 12 Jun 2017
Comparison among dimensionality reduction techniques based on Random Projection for cancer classification Haozhe Xie Jie Li Qiaosheng Zhang Yadong Wang 166 59 0 25 Aug 2016
Warm Starting Bayesian Optimization Matthias Poloczek Jialei Wang P. Frazier 99 61 0 11 Aug 2016