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20212026
most citedTowards Efficient Communication and Secure Federated Recommendation System via Low-rank Training

23 citations · 52 across the 11 of their papers we have counts for

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2 papers · 1 filter

cs.LG2023

Controllable Expensive Multi-objective Learning with Warm-starting Bayesian Optimization

Quang-Huy Nguyen, Long P. Hoang, Hoang V. Viet +1

Pareto Set Learning (PSL) is a promising approach for approximating the entire Pareto front in multi-objective optimization (MOO) problems. However, existing derivative-free PSL me…

math.OC2023

A Framework for Controllable Pareto Front Learning with Completed Scalarization Functions and its Applications

Tran Anh Tuan, Long P. Hoang, Dung D. Le +1

Pareto Front Learning (PFL) was recently introduced as an efficient method for approximating the entire Pareto front, the set of all optimal solutions to a Multi-Objective Optimiza…