6 citations · 8 across the 12 of their papers we have counts for
Showing 2025Show all
3 papers · 1 filter
cs.CV2025
Structured Output Regularization: a framework for few-shot transfer learning
Nicolas Ewen, Jairo Diaz-Rodriguez, Kelly Ramsay
Traditional transfer learning typically reuses large pre-trained networks by freezing some of their weights and adding task-specific layers. While this approach is computationally…
cs.LG2025
Consistent Kernel Change-Point Detection under m-Dependence for Text Segmentation
Jairo Diaz-Rodriguez, Mumin Jia
Kernel change-point detection (KCPD) has become a widely used tool for identifying structural changes in complex data. While existing theory establishes consistency under independe…
cs.CL2025
Summaries as Centroids for Interpretable and Scalable Text Clustering
Jairo Diaz-Rodriguez
We introduce k-NLPmeans and k-LLMmeans, text-clustering variants of k-means that periodically replace numeric centroids with textual summaries. The key idea, summary-as-centroid, r…