On the Bias-Variance Tradeoff: Textbooks Need an Update

17 December 2019

Papers citing "On the Bias-Variance Tradeoff: Textbooks Need an Update"

7 / 7 papers shown

Title
Understanding Model Ensemble in Transferable Adversarial Attack Wei Yao Zeliang Zhang Huayi Tang Yong Liu 378 4 0 09 Oct 2024
Classical Statistical (In-Sample) Intuitions Don't Generalize Well: A Note on Bias-Variance Tradeoffs, Overfitting and Moving from Fixed to Random Designs Alicia Curth 192 6 0 27 Sep 2024
Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection Aaron Maiwald Leon Ackermann Maximilian Kalcher Daniel J. Wu AI4TS 90 3 0 21 Dec 2023
Lower bounds for the trade-off between bias and mean absolute deviation A. Derumigny Johannes Schmidt-Hieber 180 0 0 21 Mar 2023
Evaluating Self-Supervised Learning via Risk DecompositionInternational Conference on Machine Learning (ICML), 2023 Yann Dubois Tatsunori Hashimoto Abigail Z. Jacobs 229 9 0 06 Feb 2023
Understanding the double descent curve in Machine Learning Luis Sa-Couto J. M. Ramos Miguel Almeida Andreas Wichert 119 3 0 18 Nov 2022
Generalization bounds for deep learning Guillermo Valle Pérez A. Louis BDL 239 48 0 07 Dec 2020