text:   Tracing",3,"['New paper! We introduce a first-order algorithm:\n• Converges to a point on the #ParetoFrontier with the desired level of trade-offs in #MultiobjectiveOptimization\n• Traces other points on the Pareto frontier\n• SOTA results on #Fairness aware learning\n<LINK> <LINK>', 'Using the proposed Preference-based Pareto Descent Optimization, unlike other approaches we can trace other points on the Pareto frontier using only first-order information while converging to the desired point on that set.\n#MultiobjectiveOptimization #Pareto https://t.co/ylx4Lqgd7F', ""The application of this approach to the #fairness problem shows SOTA performance with finding many points on the Pareto frontier for better and enhanced decision making in terms of fairness. Solutions found by our algorithm mostly dominate other SOTA's solutions.\n\nPlease RT! https://t.co/c3f1c8HaZn""]",21,04,813