Learning with Asymmetric Kernels: Least Squares and Feature
Interpretation

Learning with Asymmetric Kernels: Least Squares and Feature Interpretation

3 February 2022

Xiaolin Huang

Johan A. K. Suykens

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Papers citing "Learning with Asymmetric Kernels: Least Squares and Feature Interpretation"

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Title
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method Qinghua Tao F. Tonin Alex Lambert Yingyi Chen Panagiotis Patrinos Johan A. K. Suykens 105 2 0 13 Jun 2024
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel Learning Fan He Mingzhe He Lei Shi Xiaolin Huang Johan A. K. Suykens 61 1 0 03 Jun 2024
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity Sonny Achten Zander Op de Beeck F. Tonin Volkan Cevher Johan A. K. Suykens 117 0 0 27 May 2024
Scalable Neural Network Kernels Arijit Sehanobish Krzysztof Choromanski Yunfan Zhao Kumar Avinava Dubey Valerii Likhosherstov 97 7 0 20 Oct 2023
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels Fan He Ming-qian He Lei Shi Xiaolin Huang Johan A. K. Suykens 54 1 0 08 Oct 2023
Nonlinear SVD with Asymmetric Kernels: feature learning and asymmetric Nyström method Qinghua Tao F. Tonin Panagiotis Patrinos Johan A. K. Suykens 90 6 0 12 Jun 2023
A Kernel-Based View of Language Model Fine-Tuning Sadhika Malladi Alexander Wettig Dingli Yu Danqi Chen Sanjeev Arora VLM 155 69 0 11 Oct 2022