Search Results for author: Hoang Ta

Found 2 papers, 0 papers with code

Finding Decision Tree Splits in Streaming and Massively Parallel Models

no code implementations28 Mar 2024 Huy Pham, Hoang Ta, Hoa T. Vu

In this work, we provide data stream algorithms that compute optimal splits in decision tree learning.

Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach

no code implementations12 Mar 2024 Keke Huang, Wencai Cao, Hoang Ta, Xiaokui Xiao, Pietro Liò

To bypass eigendecomposition, polynomial graph filters are proposed to approximate graph filters by leveraging various polynomial bases for filter training.

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