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List of works by Bin Yu

A Debiased MDI Feature Importance Measure for Random Forests ⬇️

A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers ⬇️

scientific article published in January 2009

Co-clustering directed graphs to discover asymmetries and directional communities

scientific article

ENCODING AND DECODING V1 FMRI RESPONSES TO NATURAL IMAGES WITH SPARSE NONPARAMETRIC MODELS.

scientific article published on June 2011

Information in the nonstationary case

scientific article published in March 2009

Interpretations are useful: penalizing explanations to align neural networks with prior knowledge ⬇️

scientific article published in October 2019

Iterative random forests to discover predictive and stable high-order interactions

scientific article published on 19 January 2018

Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness ⬇️

scientific article published in January 2009

Microvesicles secreted by macrophages shuttle invasion-potentiating microRNAs into breast cancer cells ⬇️

scientific article published on September 22, 2011

Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of ℓ1-regularized MLE ⬇️

scientific article published in January 2009

Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images ⬇️

article by Vincent Q. Vu et al published 2009 in Advances in Neural Information Processing Systems 21

Optimal M-estimation in high-dimensional regression

scientific article published on 16 August 2013

Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression ⬇️

Reconstructing visual experiences from brain activity evoked by natural movies

scientific article

Stability-driven nonnegative matrix factorization to interpret spatial gene expression and build local gene networks

scientific article

Ten Simple Rules for Effective Statistical Practice

scientific article

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