Anna V. Little

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 2

Top Topics

Learning Scheme

Spectral Clustering

Pairwise Constraints

Top Venues

J. Mach. Learn. Res.

Publications

Anna V. Little, Mauro Maggioni, James M. Murphy
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms. J. Mach. Learn. Res. 21 (2020)
Anna V. Little, Alicia Byrd
A Multiscale Spectral Method for Learning Number of Clusters. ICMLA (2015)
Anna V. Little, Yoon-Mo Jung, Mauro Maggioni
Multiscale Estimation of Intrinsic Dimensionality of Data Sets. AAAI Fall Symposium: Manifold Learning and Its Applications (2009)