academic writing 1agentic AI 1approximation techniques 1ethics 1generative ai 1governance 1kernel design 1kernel pca 1language policy 1linguistic diversity 1non-linear subspace 1orchestration 1
From the 3 of 39 papers with an AI index.
67 citations
- The University of SydneyAU12 papers
- Australian National UniversityAU7 papers
- Fermi National Accelerator LaboratoryUS7 papers
- Instituto de Astrofísica de CanariasES7 papers
- Princeton UniversityUS7 papers
- The University of QueenslandAU7 papers
- California Institute of TechnologyUS6 papers
- Center for Astrophysics Harvard & SmithsonianUS6 papers
- Centro de Investigaciones Energéticas, Medioambientales y TecnológicasES6 papers
- Swinburne University of TechnologyAU6 papers
- Université Grenoble AlpesFR6 papers
- University of ChicagoUS6 papers
Showing cs.LGShow all
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cs.LG2026
Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation
Kun Fang, Qinghua Tao, Mingzhen He +6
The paper proposes a kernel PCA based method for out-of-distribution detection that learns a discriminative non-linear subspace using a newly designed Cosine-Gaussian kernel and in…
cs.LG2026★ 2 cited
MANDERA: Malicious Node Detection in Federated Learning via Ranking
Wanchuang Zhu, Benjamin Zi Hao Zhao, Simon Luo +2
Byzantine attacks hinder the deployment of federated learning algorithms. Although we know that the benign gradients and Byzantine attacked gradients are distributed differently, t…