Papers
An Efficient, Sparsity-Preserving, Online Algorithm for Data Approximation
David G. Anderson and Ming Gu
Under review, arxiv.org/abs/1602.05950, 2016
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nystrom Method
David G. Anderson, Simon Du, Ming Gu, Michael Mahoney, Christopher Melgaard, and Kunming Wu
AISTATS, http://jmlr.org/proceedings/papers/v38/anderson15.pdf, 2015
An Efficient Algorithm for Unweighted Spectral Graph Sparsification
David G. Anderson, Ming Gu, and Christopher Melgaard
Under review, arXiv/abs/1410.4273, 2015
Improved Algorithms for Column-Based Matrix Reconstruction
David G. Anderson, Simon Du, Ming Gu, Christopher Melgaard, and Kunming Wu
2014
Teaching
Fall 2014 : Math 375
Spring 2014 : Math 128A
Fall 2013 : Math 228A
Fall 2012 : Math 16B
Spring 2012 : Math 16A
Fall 2011 : Math 32
Spring 2011 : Math 1B