AutoBalance: Optimized Loss Functions for Imbalanced Data

AutoBalance: Optimized Loss Functions for Imbalanced Data

4 January 2022

Christos Thrampoulidis

Papers citing "AutoBalance: Optimized Loss Functions for Imbalanced Data"

13 / 63 papers shown

Title
Smart Augmentation - Learning an Optimal Data Augmentation Strategy Joseph Lemley S. Bazrafkan Peter Corcoran 74 375 0 24 Mar 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 103 1,801 0 22 Dec 2016
Designing Neural Network Architectures using Reinforcement Learning Bowen Baker O. Gupta Nikhil Naik Ramesh Raskar 110 1,471 0 07 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 462 5,372 0 05 Nov 2016
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi FaML 196 1,206 0 26 Oct 2016
Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach John C. Duchi Peter Glynn Hongseok Namkoong 104 322 0 11 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 222 4,312 0 07 Oct 2016
Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks Li Shen Zhouchen Lin Qingming Huang 62 291 0 18 Dec 2015
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina Mathias Berglund Klaus Greff T. Raiko 55 173 0 20 Nov 2015
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 72 882 0 14 Aug 2015
Gradient-based Hyperparameter Optimization through Reversible Learning D. Maclaurin David Duvenaud Ryan P. Adams DD 227 945 0 11 Feb 2015
Cost-Sensitive Support Vector Machines Hamed Masnadi-Shirazi Nuno Vasconcelos Arya Iranmehr 60 181 0 05 Dec 2012
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 371 25,646 0 09 Jun 2011