Ridge Regularizaton: an Essential Concept in Data Science

30 May 2020

Papers citing "Ridge Regularizaton: an Essential Concept in Data Science"

16 / 16 papers shown

Title
When majority rules, minority loses: bias amplification of gradient descent François Bachoc Jérôme Bolte Ryan Boustany Jean-Michel Loubes FaML 106 0 0 19 May 2025
Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion Models Jinxu Lin Linwei Tao Minjing Dong Chang Xu TDI 118 3 0 24 Oct 2024
Model-free Distortion Canceling and Control of Quantum Devices A. F. Fouad A. Youssry A. El-Rafei Sherif Hammad 63 2 0 13 Jul 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 237 1 0 04 Apr 2024
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent Pratik Patil Yuchen Wu Robert Tibshirani 129 5 0 26 Feb 2024
A review of regularised estimation methods and cross-validation in spatiotemporal statistics Philipp Otto A. Fassò Paolo Maranzano 67 1 0 31 Jan 2024
Intriguing Properties of Data Attribution on Diffusion Models Xiaosen Zheng Tianyu Pang Chao Du Jing Jiang Min Lin TDI 134 26 1 01 Nov 2023
Improved Convergence Rate of Nested Simulation with LSE on Sieve Ruoxue Liu Liang Ding Wei Cao Lu Zou 35 0 0 18 Oct 2023
Generalized equivalences between subsampling and ridge regularization Pratik V. Patil Jin-Hong Du 91 5 0 29 May 2023
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation Jin-Hong Du Pratik V. Patil Arun K. Kuchibhotla 86 11 0 25 Apr 2023
Optimal subsampling designs Henrik Imberg Marina Axelson-Fisk J. Jonasson 67 3 0 06 Apr 2023
Smart Journey in Istanbul: A Mobile Application in Smart Cities for Traffic Estimation by Harnessing Time Series Senem Tanberk Mustafa Can 16 0 0 13 Dec 2022
Smooth Nested Simulation: Bridging Cubic and Square Root Convergence Rates in High Dimensions Wei Cao Yanyuan Wang Xiaowei Zhang 21 5 0 09 Jan 2022
InfoGram and Admissible Machine Learning S. Mukhopadhyay FaML 67 8 0 17 Aug 2021
The Efficient Shrinkage Path: Maximum Likelihood of Minimum MSE Risk R. Obenchain 17 9 0 09 Mar 2021
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 61 16 0 24 Nov 2020