Sparse reconstruction

Joint-sparse recovery from multiple measurements
E. van den Berg, M.P. Friedlander, Submitted

Optimizing costly functions with simple constraints: a limited-memory projected quasi-Newton algorithm (Best paper award)
M. Schmidt, E. van den Berg, M.P. Friedlander, K. Murphy
Proceedings of the twelfth international conference on artificial intelligence and statistics, Clearwater Beach, Florida, April 2009.

Group sparsity via linear-time projection
E. van den Berg, M. Schmidt, M.P. Friedlander, K. Murphy
University of British Columbia, Department of Computer Science, TR-2008-09, June 2008

Algorithm 890: Sparco: A testing framework for sparse reconstruction
E. van den Berg, M.P. Friedlander, G. Hennenfent, F.J. Herrmann, R. Saab, Ö. Yilmaz
ACM Transactions on Mathematical Software, 35(4), 2009, 29:1--29:16.

Probing the Pareto frontier for basis pursuit solutions
E. van den Berg, M.P. Friedlander
SIAM Journal on Scientific Computing, 31(2), 2008, 890--912.

New insights into one-norm solvers from the Pareto curve
G. Hennenfent, E. van den Berg, M.P. Friedlander, F. Herrmann
Geophysics, 73(4), 2008

Software

SPGL1 - Spectral Projected Gradient for L1
Sparco - A toolbox for testing sparse reconstruction algorithms

Applied stochastic differential equations

Adaptive stochastic numerical scheme in parallel random walk models for transport problems in shallow water
W.M. Charles, E. van den Berg, H.X. Lin, A.W. Heemink
Mathematical and Computer Modelling, 50(7--8), 2009, 1177--1187.

Coloured noise for dispersion of contaminants in shallow waters
W.M. Charles, A.W. Heemink, E. van den Berg,
Journal of Applied Mathematical Modelling, 33(2), 2009, 1158--1172.

Parallel and distributed simulation of sediment dynamics of shallow waters using particle decomposition approach
W.M. Charles, E. van den Berg, H.X. Lin, A.W. Heemink. M. Verlaan
Journal of Parallel and Distributed Computing, 68(6), 2008, 717--728.

Probability density estimation in stochastic environmental models using reverse representations
E. van den Berg, A.W. Heemink, H.X. Lin, J.G.M. Schoenmakers
Serra, 20(1-2), 2006, 126-139.

Variable time stepping in parallel particle models for transport problems in shallow waters
W.M. Charles, E. van den Berg, H.X. Lin, A.W. Heemink,
Proceedings of the 8th International Conference on Modelling, Monitoring and Management of Water Pollution, Bologna, Italy, 2006.

Stochastic particle models for transport problems in coastal waters
W.M. Charles, A.W. Heemink, E. van den Berg
Proceedings of the 29th International Conference on Coastal Engineering, Lisbon, Portugal, 2005, 69--79.