avivsham/eposearch

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

Exact Pareto Optimal Search

This repository contains code for all the experiments in the ICML 2020 paper

Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization

Citation

If you find this work useful, please cite our paper.

@incollection{icml2020_3635,
 author = {Mahapatra, Debabrata and Rajan, Vaibhav},
 booktitle = {Proceedings of Machine Learning and Systems 2020},
 pages = {6555--6565},
 title = {Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization},
 year = {2020}
}