Search Results for author: Khoi N. M. Nguyen

Found 3 papers, 3 papers with code

Spherical Tree-Sliced Wasserstein Distance

1 code implementation14 Mar 2025 Hoang V. Tran, Thanh T. Chu, Khoi N. M. Nguyen, Trang Pham, Tam Le, Tan M. Nguyen

Inspired by this approach, in this paper, we present an adaptation of tree systems on OT problems for measures supported on a sphere.

Self-Supervised Learning

LLMPerf: GPU Performance Modeling meets Large Language Models

1 code implementation14 Mar 2025 Khoi N. M. Nguyen, Hoang Duy Nguyen Do, Huyen Thao Le, Thanh Tuan Dao

On a set of publicly available OpenCL programs, our model achieves a mean absolute percentage error of $46. 1\%$.

Distance-Based Tree-Sliced Wasserstein Distance

1 code implementation14 Mar 2025 Hoang V. Tran, Khoi N. M. Nguyen, Trang Pham, Thanh T. Chu, Tam Le, Tan M. Nguyen

However, projecting measures onto low-dimensional spaces can lead to a loss of topological information.

Computational Efficiency

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