Beyond NaN: resiliency of optimization layers in the face of infeasibility

WT Wong, S Kinsey, R Karunasena… - Proceedings of the …, 2023 - ojs.aaai.org
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

Beyond NaN: resiliency of optimization layers in the face of infeasibility

WT Wong, S Kinsey, R Karunasena… - Proceedings of the …, 2023 - dl.acm.org
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

[PDF][PDF] Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena, TH Nguyen… - 2023 - ix.cs.uoregon.edu
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena… - 37th AAAI …, 2023 - researchwithrutgers.com
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

[PDF][PDF] Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena, TH Nguyen… - 2023 - aruneshsinha.net
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena, T Nguyen… - arXiv preprint arXiv …, 2022 - arxiv.org
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

[PDF][PDF] Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena, TH Nguyen… - 2023 - aruneshsinha.net
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

[PDF][PDF] Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena, TH Nguyen… - 2023 - aruneshsinha.net
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …

[PDF][PDF] Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility

WT Wong, S Kinsey, R Karunasena, TH Nguyen… - 2023 - aruneshsinha.net
Prior work has successfully incorporated optimization layers as the last layer in neural
networks for various problems, thereby allowing joint learning and planning in one neural …