Search Results for author: Zhenhua Li

Found 5 papers, 1 papers with code

Pareto Multi-Task Learning

1 code implementation NeurIPS 2019 Xi Lin, Hui-Ling Zhen, Zhenhua Li, Qingfu Zhang, Sam Kwong

Recently, a novel method is proposed to find one single Pareto optimal solution with good trade-off among different tasks by casting multi-task learning as multiobjective optimization.

Multiobjective Optimization Multi-Task Learning

Nonlinear Collaborative Scheme for Deep Neural Networks

no code implementations4 Nov 2018 Hui-Ling Zhen, Xi Lin, Alan Z. Tang, Zhenhua Li, Qingfu Zhang, Sam Kwong

Different from them, in this paper, we aim to link the generalization ability of a deep network to optimizing a new objective function.

A Simple Yet Efficient Rank One Update for Covariance Matrix Adaptation

no code implementations11 Oct 2017 Zhenhua Li, Qingfu Zhang

In this paper, we propose an efficient approximated rank one update for covariance matrix adaptation evolution strategy (CMA-ES).

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