research
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12/02/2019
Proving Data-Poisoning Robustness in Decision Trees
Machine learning models are brittle, and small changes in the training d...
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05/20/2019
Efficient Synthesis with Probabilistic Constraints
We consider the problem of synthesizing a program given a probabilistic ...
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02/17/2017
Quantifying Program Bias
With the range and sensitivity of algorithmic decisions expanding at a b...
research
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10/19/2016