Splitting Methods for Convex Clustering

The solution path of the generalized lasso

(2011) Ryan J. Tibshirani et al.   ANNALS OF STATISTICS

A Path Algorithm for the Fused Lasso Signal Approximator

(2011) Holger Hoefling   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A Framework for Feature Selection in Clustering

(2010) Daniela M. Witten et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Random Projection Trees for Vector Quantization

(2009) Sanjoy Dasgupta et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

NP-hardness of Euclidean sum-of-squares clustering

(2009) Daniel Aloise et al.   MACHINE LEARNING

The Split Bregman Method for L1-Regularized Problems

(2009) Tom Goldstein et al.   SIAM Journal on Imaging Sciences

Locality-Sensitive Hashing for Finding Nearest Neighbors [Lecture Notes]

(2008) M. Slaney et al.   IEEE SIGNAL PROCESSING MAGAZINE