## Analyzing Hogwild Parallel Gaussian Gibbs Sampling

- Matthew J. Johnson, J. Saunderson, A. Willsky
- Computer ScienceNIPS
- 5 December 2013

## Semidefinite Approximations of the Matrix Logarithm

- Hamza Fawzi, J. Saunderson, P. Parrilo
- Computer Science, MathematicsFoundations of Computational Mathematics
- 2 May 2017

## Spectral clustering with inconsistent advice

- Tom Coleman, J. Saunderson, A. Wirth
- Computer ScienceICML '08
- 5 July 2008

## Diagonal and Low-Rank Matrix Decompositions, Correlation Matrices, and Ellipsoid Fitting

- J. Saunderson, V. Chandrasekaran, P. Parrilo, A. Willsky
- MathematicsSIAM Journal on Matrix Analysis and Applications
- 5 April 2012

## Semidefinite Descriptions of the Convex Hull of Rotation Matrices

- J. Saunderson, P. Parrilo, A. Willsky
- MathematicsSIAM Journal on Optimization
- 19 March 2014

## Sparse sum-of-squares certificates on finite abelian groups

- Hamza Fawzi, J. Saunderson, P. Parrilo
- Mathematics, Computer ScienceIEEE Conference on Decision and Control
- 4 March 2015

## Sparse sums of squares on finite abelian groups and improved semidefinite lifts

- Hamza Fawzi, J. Saunderson, P. Parrilo
- MathematicsMathematical programming
- 1 November 2016

## Semidefinite relaxations for optimization problems over rotation matrices

- J. Saunderson, P. Parrilo, A. Willsky
- Mathematics, Computer ScienceIEEE Conference on Decision and Control
- 1 December 2014

## Simple algorithms and guarantees for low rank matrix completion over F2

- J. Saunderson, M. Fazel, B. Hassibi
- Computer Science, MathematicsIEEE International Symposium on Informationâ€¦
- 10 July 2016

## A Local-Search 2-Approximation for 2-Correlation-Clustering

- Tom Coleman, J. Saunderson, A. Wirth
- Computer ScienceEmbedded Systems and Applications
- 15 September 2008

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