Rohe, Karl

5 publications

TMLR 2026 Quantifying Structure in CLIP Embeddings: A Statistical Framework for Concept Interpretation Jitian Zhao, Chenghui Li, Frederic Sala, Karl Rohe

JMLR 2018 A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation Karl Rohe, Jun Tao, Xintian Han, Norbert Binkiewicz

NeurIPS 2018 Understanding Regularized Spectral Clustering via Graph Conductance Yilin Zhang, Karl Rohe

NeurIPS 2013 Fantope Projection and Selection: A Near-Optimal Convex Relaxation of Sparse PCA Vincent Q. Vu, Juhee Cho, Jing Lei, Karl Rohe

NeurIPS 2013 Regularized Spectral Clustering Under the Degree-Corrected Stochastic Blockmodel Tai Qin, Karl Rohe