Consistent Feature Selection for Analytic Deep Neural Networks

16 October 2020

Papers citing "Consistent Feature Selection for Analytic Deep Neural Networks"

17 / 17 papers shown

Title
Efficient Model Compression for Bayesian Neural Networks Diptarka Saha Zihe Liu Feng Liang BDL 45 0 0 01 Nov 2024
Sparse deep neural networks for nonparametric estimation in high-dimensional sparse regression Dongya Wu Xin Li 65 0 0 26 Jun 2024
Generative adversarial learning with optimal input dimension and its adaptive generator architecture Zhiyao Tan Ling Zhou Huazhen Lin GAN 74 1 0 06 May 2024
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 88 2 0 23 Apr 2024
LCEN: A Novel Feature Selection Algorithm for Nonlinear, Interpretable Machine Learning Models Pedro Seber R. D. Braatz 75 3 0 27 Feb 2024
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning Valeriia Cherepanova Roman Levin Gowthami Somepalli Jonas Geiping C. Bayan Bruss Andrew Gordon Wilson Tom Goldstein Micah Goldblum 60 20 0 10 Nov 2023
End-to-end Feature Selection Approach for Learning Skinny Trees Shibal Ibrahim Kayhan Behdin Rahul Mazumder 550 0 0 28 Oct 2023
A Generalization Bound of Deep Neural Networks for Dependent Data Quan Huu Do Binh T. Nguyen L. Ho AI4CE 40 0 0 09 Oct 2023
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization Geng Li G. Wang Jie Ding 51 3 0 07 May 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning Timothy Castiglia Yi Zhou Shiqiang Wang S. Kadhe Nathalie Baracaldo S. Patterson FedML 148 21 0 03 May 2023
Error Controlled Feature Selection for Ultrahigh Dimensional and Highly Correlated Feature Space Using Deep Learning Arkaprabha Ganguli D. Todem T. Maiti OOD 91 0 0 15 Sep 2022
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks Shuai Zhang Meng Wang Sijia Liu Pin-Yu Chen Jinjun Xiong UQCV MLT 85 13 0 12 Oct 2021
Searching for Minimal Optimal Neural Networks L. Ho Vu C. Dinh 42 5 0 27 Sep 2021
Adaptive Group Lasso Neural Network Models for Functions of Few Variables and Time-Dependent Data L. Ho Nicholas Richardson Giang Tran 87 3 0 24 Aug 2021
Neural graphical modelling in continuous-time: consistency guarantees and algorithms Alexis Bellot K. Branson M. Schaar CML AI4TS 96 46 0 06 May 2021
FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief Zhenhua Shi Dongrui Wu Chenfeng Guo Changming Zhao Yuqi Cui Fei Wang 80 55 0 30 Nov 2020
Rank-one Convexification for Sparse Regression Alper Atamtürk A. Gómez 220 50 0 29 Jan 2019