Implicit Rate-Constrained Optimization of Non-decomposable Objectives

23 July 2021

Papers citing "Implicit Rate-Constrained Optimization of Non-decomposable Objectives"

9 / 9 papers shown

Title
Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation Wentao Shi Chenxu Wang Fuli Feng Yang Zhang Wenjie Wang Junkang Wu Xiangnan He 41 1 0 29 Feb 2024
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation Can Li Dejian Lai Xiaoqian Jiang Kai Zhang 34 4 0 20 Oct 2023
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics Harsh Rangwani Shrinivas Ramasubramanian S. Takemori Kato Takashi Yuhei Umeda Venkatesh Babu Radhakrishnan 22 4 0 28 Apr 2023
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm Huiyang Shao Qianqian Xu Zhiyong Yang Shilong Bao Qingming Huang 21 4 0 08 Oct 2022
Rank-based Decomposable Losses in Machine Learning: A Survey Shu Hu Xin Wang Siwei Lyu 35 32 0 18 Jul 2022
Optimizing Two-way Partial AUC with an End-to-end Framework Zhiyong Yang Qianqian Xu Shilong Bao Yuan He Xiaochun Cao Qingming Huang 14 16 0 23 Jun 2022
AUC Maximization in the Era of Big Data and AI: A Survey Tianbao Yang Yiming Ying 38 179 0 28 Mar 2022
Training Over-parameterized Models with Non-decomposable Objectives Harikrishna Narasimhan A. Menon 28 12 0 09 Jul 2021
DeepTopPush: Simple and Scalable Method for Accuracy at the Top V. Mácha Lukáš Adam Václav Smídl 9 2 0 22 Jun 2020