Active Learning for Undirected Graphical Model SelectionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2014 |
Adaptive Sensing for Estimation of Structured Sparse SignalsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2013 |
Detection of Correlations with Adaptive SensingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2013 |
Near-Optimal Adaptive Compressed SensingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2013 |
The Sample Complexity of Search over Multiple PopulationsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2012 |
Efficient Adaptive Compressive Sensing Using Sparse Hierarchical Learned
DictionariesAsilomar Conference on Signals, Systems and Computers (Asilomar), 2011 |
On the Fundamental Limits of Adaptive SensingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2011 |