3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Quantifying Structure in CLIP Embeddings: A Statistical Framework for Concept Interpretation
Jitian Zhao, Chenghui Li, Frederic Sala +1
Concept-based approaches, which aim to identify human-understandable concepts within a model's internal representations, are a promising method for interpreting embeddings from dee…
stat.AP2023
T-Stochastic Graphs
Sijia Fang, Karl Rohe
Previous statistical approaches to hierarchical clustering for social network analysis all construct an "ultrametric" hierarchy. While the assumption of ultrametricity has been dis…
stat.ML2014★ 3 cited
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression
Karl Rohe
When the design matrix has orthonormal columns, "soft thresholding" the ordinary least squares (OLS) solution produces the Lasso solution [Tibshirani, 1996]. If one uses the Puffer…