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02/13/2018
Unsupervised Evaluation and Weighted Aggregation of Ranked Predictions
Learning algorithms that aggregate predictions from an ensemble of diver...
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10/22/2017
An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory
In this paper, the problem of one-bit compressed sensing (OBCS) is formu...
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10/30/2014
Two New Approaches to Compressed Sensing Exhibiting Both Robust Sparse Recovery and the Grouping Effect
In this paper we introduce a new optimization formulation for sparse reg...
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01/26/2014