Learning with high-dimensional noisy data

by Chen, Yudong
Published 2013

Model selection and estimation in high dimensional settings

by Ngueyep Tzoumpe, Rodrigue
Published 2015

Random Subspace Analysis on Canonical Correlation of High Dimensional Data

by Yamazaki, Ryo
Published 2016

Random Matrix Theory: Selected Applications from Statistical Signal Processing and Machine Learning

by Elkhalil, Khalil
Published 2019

A-Optimal Subsampling For Big Data General Estimating Equations

by Cheung, Chung Ching
Published 2019

High-dimensional statistics : model specification and elementary estimators

by Yang, Eunho
Published 2015

Scalable sparse machine learning methods for big data

by Zeng, Yaohui
Published 2017

A Compressive Classification Framework for High-Dimensional Data

by Muhammad Naveed Tabassum, Esa Ollila
Published 2020-01-01

Some statistical results in high-dimensional dependence modeling

by Derumigny, Alexis
Published 2019

Averaging causal estimators in high dimensions

by Antonelli Joseph, Cefalu Matthew
Published 2020-09-01

Application de la théorie des matrices aléatoires pour les statistiques en grande dimension

by Bun, Joël
Published 2016

An Algorithm for Nonparametric Estimation of a Multivariate Mixing Distribution with Applications to Population Pharmacokinetics

by Walter M. Yamada, Michael N. Neely, Jay Bartroff, David S. Bayard, James V. Burke, Mike van Guilder, Roger W. Jelliffe, Alona Kryshchenko, Robert Leary, Tatiana Tatarinova, Alan Schumitzky
Published 2021-12-01

Bilinear Gaussian Radial Basis Function Networks for classification of repeated measurements

by Sjödin Hällstrand, Andreas
Published 2020

Dirty statistical models

by Jalali, Ali, 1982-
Published 2012

Policy evaluation, high-dimension and machine learning

by L'Hour, Jérémy
Published 2019

Three Essays in Functional Time Series and Factor Analysis

by Nisol, Gilles
Published 2018

A Predictive Data Feature Exploration-Based Air Quality Prediction Approach

by Ying Zhang, Yanhao Wang, Minghe Gao, Qunfei Ma, Jing Zhao, Rongrong Zhang, Qingqing Wang, Linyan Huang
Published 2019-01-01

Sparsity estimation from compressive projections via sparse random matrices

by Chiara Ravazzi, Sophie Fosson, Tiziano Bianchi, Enrico Magli
Published 2018-09-01