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09/06/2023
Ensemble linear interpolators: The role of ensembling
Interpolators are unstable. For example, the mininum ℓ_2 norm least squa...
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08/05/2023
ConvFormer: Revisiting Transformer for Sequential User Modeling
Sequential user modeling, a critical task in personalized recommender sy...
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04/27/2023
Towards Explainable Collaborative Filtering with Taste Clusters Learning
Collaborative Filtering (CF) is a widely used and effective technique fo...
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04/09/2021
How rotational invariance of common kernels prevents generalization in high dimensions
Kernel ridge regression is well-known to achieve minimax optimal rates i...
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05/15/2017