On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization

23 November 2015

Papers citing "On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization"

17 / 17 papers shown

Title
On Feature Diversity in Energy-based Models Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 146 7 0 02 Jun 2023
WLD-Reg: A Data-dependent Within-layer Diversity RegularizerAAAI Conference on Artificial Intelligence (AAAI), 2023 Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj AI4CE 112 8 0 03 Jan 2023
Learning distinct features helps, provably Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj MLT 170 6 0 10 Jun 2021
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD GeneralizationComputer Vision and Pattern Recognition (CVPR), 2021 Damien Teney Ehsan Abbasnejad Simon Lucey Anton Van Den Hengel 406 99 0 12 May 2021
Understanding Generalization through Visualizations Wenjie Huang Z. Emam Micah Goldblum Liam H. Fowl J. K. Terry Furong Huang Tom Goldstein AI4CE 255 86 0 07 Jun 2019
On Correlation of Features Extracted by Deep Neural NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2019 B. Ayinde T. Inanc J. Zurada 177 25 0 30 Jan 2019
Diversity Regularized Adversarial Learning B. Ayinde Keishin Nishihama J. Zurada GAN 76 1 0 30 Jan 2019
Radius-margin bounds for deep neural networks Mayank Sharma Jayadeva Jayadeva Sumit Soman AAML 76 1 0 03 Nov 2018
Two Dimensional Stochastic Configuration Networks for Image Data Analytics Ming Li Dianhui Wang 94 2 0 06 Sep 2018
Faster Convergence & Generalization in DNNs Gaurav Singh John Shawe-Taylor AI4CE ODL 99 1 0 30 Jul 2018
Diversity in Machine LearningIEEE Access (IEEE Access), 2018 Z. Gong P. Zhong Weidong Hu 170 226 0 04 Jul 2018
Generalization in Deep Learning Kenji Kawaguchi L. Kaelbling Yoshua Bengio ODL 568 489 0 16 Oct 2017
Deep Semi-Random Features for Nonlinear Function Approximation Kenji Kawaguchi Bo Xie Vikas Verma Le Song 419 16 0 28 Feb 2017
Diverse Neural Network Learns True Target Functions Bo Xie Yingyu Liang Le Song 242 144 0 09 Nov 2016
Simple Question Answering by Attentive Convolutional Neural NetworkInternational Conference on Computational Linguistics (COLING), 2016 Wenpeng Yin Mo Yu Bing Xiang Bowen Zhou Hinrich Schütze 170 174 0 10 Jun 2016
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities Wenpeng Yin Hinrich Schütze 81 3 0 23 Apr 2016
Exclusivity Regularized Machine Xiaojie Guo 155 12 0 28 Mar 2016