10 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2026★ 1 cited
Robust Fuzzy local k-plane clustering with mixture distance of hinge loss and L1 norm
Junjun Huang, Xiliang Lu, Xuelin Xie +1
K-plane clustering (KPC), hyperplane clustering, and mixture regression all essentially fall within the same class of problems. This problem can be conceptualized as clustering in…
stat.CO2026★ 10 cited
Theta-regularized Kriging: Modelling and Algorithms
Xuelin Xie, Xiliang Lu
To obtain more accurate model parameters and improve prediction accuracy, we proposed a regularized Kriging model that penalizes the hyperparameter theta in the Gaussian stochastic…
cs.CL2024★ 4 cited
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction
Ziyang Xu, Keqin Peng, Liang Ding +2
Recent research shows that pre-trained language models (PLMs) suffer from "prompt bias" in factual knowledge extraction, i.e., prompts tend to introduce biases toward specific labe…