My former undergraduate student Anyi (Casie) Bao was a winner of the SFU Department of Mathematics Undergraduate Research Prize. Her work involved the development and analysis of compressed sensing-based strategies for correcting for corrupted measurements in Uncertainty Quantification. A draft version of the resulting paper can be found here:
Compressed sensing with sparse corruptions: Fault-tolerant sparse collocation approximations