Interventional multi-instance learning with deconfounded instance-level prediction

T Lin, H Xu, C Yang, Y Xu - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
When applying multi-instance learning (MIL) to make predictions for bags of instances, the
prediction accuracy of an instance often depends on not only the instance itself but also its …

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction

T Lin, H Xu, C Yang, Y Xu - arXiv preprint arXiv:2204.09204, 2022 - arxiv.org
When applying multi-instance learning (MIL) to make predictions for bags of instances, the
prediction accuracy of an instance often depends on not only the instance itself but also its …

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction

T Lin, H Xu, C Yang, Y Xu - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
When applying multi-instance learning (MIL) to make predictions for bags of instances, the
prediction accuracy of an instance often depends on not only the instance itself but also its …

[PDF][PDF] Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction

T Lin, H Xu, C Yang, Y Xu - 2022 - scholar.archive.org
When applying multi-instance learning (MIL) to make predictions for bags of instances, the
prediction accuracy of an instance often depends on not only the instance itself but also its …

[PDF][PDF] Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction

T Lin, H Xu, C Yang, Y Xu - 2022 - cdn.aaai.org
When applying multi-instance learning (MIL) to make predictions for bags of instances, the
prediction accuracy of an instance often depends on not only the instance itself but also its …

[PDF][PDF] Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction

T Lin, H Xu, C Yang, Y Xu - 2022 - ojs.aaai.org
When applying multi-instance learning (MIL) to make predictions for bags of instances, the
prediction accuracy of an instance often depends on not only the instance itself but also its …