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Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume
  Maximization
v1v2 (latest)

Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization

8 February 2021
T. Deist
Monika Grewal
F. Dankers
Tanja Alderliesten
Peter A. N. Bosman
ArXiv (abs)PDFHTML

Papers citing "Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization"

14 / 14 papers shown
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
Sedjro Salomon Hotegni
Sebastian Peitz
DiffM
208
0
0
25 Sep 2025
A Framework for Controllable Multi-objective Learning with Annealed Stein Variational Hypernetworks
A Framework for Controllable Multi-objective Learning with Annealed Stein Variational Hypernetworks
Minh-Duc Nguyen
Dung D. Le
364
0
0
07 Jun 2025
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
Mengmeng Chen
Xiaohu Wu
Qiqi Liu
Tiantian He
Yew-Soon Ong
Yaochu Jin
Qicheng Lao
Han Yu
273
1
0
27 May 2025
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
Weiyu Chen
Xiaoyuan Zhang
Xiaoyuan Zhang
Xi Lin
Han Zhao
Gang Qu
James T. Kwok
532
24
0
19 Jan 2025
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorchNeural Information Processing Systems (NeurIPS), 2024
Xiaoyuan Zhang
Liang Zhao
Yingying Yu
Xi Lin
Yifan Chen
Han Zhao
Qingfu Zhang
AI4CE
368
9
0
04 Sep 2024
Pessimistic Off-Policy Multi-Objective Optimization
Pessimistic Off-Policy Multi-Objective OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
S. Alizadeh
Aniruddha Bhargava
Karthick Gopalswamy
Lalit P. Jain
Branislav Kveton
Ge Liu
OffRL
333
2
0
28 Oct 2023
Multi-objective optimisation via the R2 utilities
Multi-objective optimisation via the R2 utilities
Ben Tu
N. Kantas
Robert M. Lee
B. Shafei
962
4
0
19 May 2023
Improving Pareto Front Learning via Multi-Sample Hypernetworks
Improving Pareto Front Learning via Multi-Sample HypernetworksAAAI Conference on Artificial Intelligence (AAAI), 2022
L. P. Hoang
Dung D. Le
Tuan A. Tran
Thang Tran Ngoc
911
31
0
02 Dec 2022
Generalization In Multi-Objective Machine Learning
Generalization In Multi-Objective Machine Learning
Peter Súkeník
Christoph H. Lampert
AI4CE
244
9
0
29 Aug 2022
A Survey on Learnable Evolutionary Algorithms for Scalable
  Multiobjective Optimization
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective OptimizationIEEE Transactions on Evolutionary Computation (TEVC), 2022
Songbai Liu
Qiuzhen Lin
Jianqiang Li
Kay Chen Tan
427
94
0
23 Jun 2022
Incentive Compatible Pareto Alignment for Multi-Source Large Graphs
Incentive Compatible Pareto Alignment for Multi-Source Large Graphs
Jian Liang
Fangrui Lv
Di Liu
Zehui Dai
Xu Tian
Shuang Li
Haiwei Yang
Han Li
216
0
0
06 Dec 2021
Pareto Navigation Gradient Descent: a First-Order Algorithm for
  Optimization in Pareto Set
Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set
Mao Ye
Qiang Liu
352
13
0
17 Oct 2021
Multi-task problems are not multi-objective
Multi-task problems are not multi-objective
Michael Ruchte
Josif Grabocka
186
4
0
14 Oct 2021
Model Learning with Personalized Interpretability Estimation (ML-PIE)
Model Learning with Personalized Interpretability Estimation (ML-PIE)
M. Virgolin
A. D. Lorenzo
Francesca Randone
Eric Medvet
M. Wahde
446
34
0
13 Apr 2021
1
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