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05/30/2022
Gradient Backpropagation Through Combinatorial Algorithms: Identity with Projection Works
Embedding discrete solvers as differentiable layers has given modern dee...
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05/05/2021
CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints
Bridging logical and algorithmic reasoning with modern machine learning ...
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03/25/2020
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
Building on recent progress at the intersection of combinatorial optimiz...
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12/07/2019
Optimizing Rank-based Metrics with Blackbox Differentiation
Rank-based metrics are some of the most widely used criteria for perform...
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12/04/2019