Search Results for author: Minh H. Nguyen

Found 2 papers, 1 papers with code

CAMEx: Curvature-aware Merging of Experts

1 code implementation26 Feb 2025 Dung V. Nguyen, Minh H. Nguyen, Luc Q. Nguyen, Rachel S. Y. Teo, Tan M. Nguyen, Linh Duy Tran

In this paper, we introduce CAMEx (\textbf{C}urvature-\textbf{A}ware \textbf{M}erging of \textbf{Ex}perts), a novel expert merging protocol that incorporates natural gradients to account for the non-Euclidean curvature of the parameter manifold.

Robust Kernel Principal Component Analysis

no code implementations NeurIPS 2008 Minh H. Nguyen, Fernando Torre

The feature space is typically induced implicitly by a kernel function, and linear PCA in the feature space is performed via the kernel trick.

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