Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set

17 October 2021

Papers citing "Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set"

10 / 10 papers shown

Title
MUNBa: Machine Unlearning via Nash Bargaining Jing Wu Mehrtash Harandi MU 71 3 0 23 Nov 2024
Efficient Pareto Manifold Learning with Low-Rank Structure Weiyu Chen James T. Kwok 30 6 0 30 Jul 2024
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation Yinghua Yao Yuangang Pan Jing Li Ivor Tsang Xin Yao 57 6 0 05 Jul 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 40 1 0 28 Feb 2024
UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition Xiao-Yan Zhang Xi Lin Yichi Zhang Yifan Chen Qingfu Zhang 22 1 0 14 Feb 2024
Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective Yuzheng Hu Ruicheng Xian Qilong Wu Qiuling Fan Lang Yin Han Zhao 27 39 0 27 Aug 2023
Optimization on Pareto sets: On a theory of multi-objective optimization Abhishek Roy Geelon So Yining Ma 32 7 0 04 Aug 2023
Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems Mao Ye Ruichen Jiang Haoxiang Wang Dhruv Choudhary Xiaocong Du Bhargav Bhushanam Aryan Mokhtari A. Kejariwal Qiang Liu TTA OOD AI4TS 37 8 0 02 Sep 2022
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie Ananya Kumar Robbie Jones Fereshte Khani Tengyu Ma Percy Liang OOD 166 62 0 08 Dec 2020
Controllable Pareto Multi-Task Learning Xi Lin Zhiyuan Yang Qingfu Zhang Sam Kwong MoE 68 73 0 13 Oct 2020