Anna V. Little

According to our database, Anna V. Little authored at least 5 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fermat Distances: Metric Approximation, Spectral Convergence, and Clustering Algorithms.

Nicolás García Trillos, Anna V. Little, Daniel McKenzie, James M. Murphy

J. Mach. Learn. Res., 2024

2022

Balancing Geometry and Density: Path Distances on High-Dimensional Data.

Anna V. Little, Daniel McKenzie, James M. Murphy

SIAM J. Math. Data Sci., 2022

2020

Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms.

Anna V. Little, Mauro Maggioni, James M. Murphy

J. Mach. Learn. Res., 2020

2015

A Multiscale Spectral Method for Learning Number of Clusters.

Anna V. Little, Alicia Byrd

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2009

Multiscale Estimation of Intrinsic Dimensionality of Data Sets.

Anna V. Little, Yoon-Mo Jung, Mauro Maggioni

Proceedings of the Manifold Learning and Its Applications, 2009