2 papers
cs.LG2026
Geometry-First Generative Spatial Single-Cell Reconstruction
Ehtesamul Azim, Muhtasim Noor Alif, Tae Hyun Hwang +2
Single-cell RNA sequencing (scRNA-seq) profiles large numbers of cells but loses spatial context, whereas spatial transcriptomics (ST) preserves partial spatial structure at lower…
cs.LG2025
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
Tianqi He, Xiaohan Huang, Yi Du +6
Feature Transformation is crucial for classic machine learning that aims to generate feature combinations to enhance the performance of downstream tasks from a data-centric perspec…