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02/26/2020
Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems
We consider uncertainty aware compressive sensing when the prior distrib...
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10/28/2018
Experimental Design for Cost-Aware Learning of Causal Graphs
We consider the minimum cost intervention design problem: Given the esse...
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03/08/2017
Leveraging Sparsity for Efficient Submodular Data Summarization
The facility location problem is widely used for summarizing large datas...
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03/08/2017