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06/16/2020
Learning Linear Programs from Optimal Decisions
We propose a flexible gradient-based framework for learning linear progr...
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12/03/2018
Deep Inverse Optimization
Given a set of observations generated by an optimization process, the go...
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12/17/2017
Generating and designing DNA with deep generative models
We propose generative neural network methods to generate DNA sequences a...
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11/08/2013