Publications

A.E. Waters "Bayesian Methods for Learning Analytics with Applications", PhD Dissertation, Rice University, Houston, Tx, December 2013.

A.E. Waters, A.S. Lan, C. Studer, and R.G. Baraniuk "Sparse Factor Analysis for Learning and Content Analytics", In International Conference on Acoustic, Signal, and Speech Processing (ICASSP), Vancouver, Canada, May, 2013, submitted.

A.S. Lan, A.E. Waters, C. Studer, and R.G. Baraniuk "Sparse Factor Analysis for Learning and Content Analytics", In Journal of Machine Learning Research (JMLR), November. 2012, submitted.

A.E. Waters, C.K. Sestok IV, and R.G. Baraniuk "A Bit-Constrained SAR ADC for Compressive Acquisition of Frequency Sparse Signals", In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March. 2012.

A.E. Waters, A.C. Sankaranarayanan, and R.G. Baraniuk "SpaRCS: Recovery Low-Rank and Sparse Matrices from Compressive Measurements", In Neural Information Processing Systems (NIPS), Granada, Spain, Dec. 2011.

A. Waters and V. Cevher, "Distributed Bearing Estimation Via Matrix Completion", In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, Tx, March 2010.

A. Waters and V. Cevher, "Proof of Lemmas for Bearing Estimation via Matrix Completion", Technical Report

Talks/Presentations

"Innovations in Remote Sensing", NGA Compressive Sensing Workshop, June 21, 2010

"Multi-Scale Representations for Point Cloud Data", SIAM 2010

"Geolocalization with Compressive Sensing", Poster Presentation, DARPA 2009