36 citations · 47 across the 5 of their papers we have counts for
5 papers
Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization
Chaoyue Liu, Yulai Zhang
Hyper-parameter optimization is a crucial problem in machine learning as it aims to achieve the state-of-the-art performance in any model. Great efforts have been made in this fiel…
Hyper-parameter estimation method with particle swarm optimization
Yaru Li, Yulai Zhang
Particle swarm optimization (PSO) method cannot be directly used in the problem of hyper-parameter estimation since the mathematical formulation of the mapping from hyper-parameter…
Parallel ensemble methods for causal direction inference
Yulai Zhang, Jiachen Wang, Gang Cen +1
Inferring the causal direction between two variables from their observation data is one of the most fundamental and challenging topics in data science. A causal direction inference…
Attacker and Defender Counting Approach for Abstract Argumentation
Fuan Pu, Jian Luo, Yulai Zhang +1
In Dung's abstract argumentation, arguments are either acceptable or unacceptable, given a chosen notion of acceptability. This gives a coarse way to compare arguments. In this pap…
Argument Ranking with Categoriser Function
Fuan Pu, Jian Luo, Yulai Zhang +1
Recently, ranking-based semantics is proposed to rank-order arguments from the most acceptable to the weakest one(s), which provides a graded assessment to arguments. In general, t…