Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
Paper • 2604.20775 • Published
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Processed trajectory arrays used in the lecture Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference (Wang, Nepote, Franzese, Michiardi — ICML 2026, https://arxiv.org/abs/2604.20775).
GM/ — two synthetic Gaussian measures (A, B) on a 128-point grid, 1-D.EB/, HESC/ — embryoid-body and human-embryonic-stem-cell snapshot datasets:
a reference method (sbirr) and five alternatives (vsb, msbm, mfl, am,
tigon), each as trajectories on the dataset's grid, 5-D.Course materials and notebooks: https://github.com/giuliofranzese/Cajal · Author: https://franzese.eurecom.io