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Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design.

, , , and . CIKM Workshops, volume 3318 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)

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Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction., and . CoRR, (2022)Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks., and . MLHC, volume 219 of Proceedings of Machine Learning Research, page 50-75. PMLR, (2023)Generalized Densest Subgraph in Multiplex Networks., and . COMPLEX NETWORKS (3), volume 1143 of Studies in Computational Intelligence, page 49-61. Springer, (2023)FirmCore Decomposition of Multilayer Networks., , and . WWW, page 1589-1600. ACM, (2022)MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection., , and . CoRR, (2024)Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design., , , and . CIKM Workshops, volume 3318 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)Secure Credit Reporting on the Blockchain., , and . iThings/GreenCom/CPSCom/SmartData, page 1343-1348. IEEE, (2018)Graph Mamba: Towards Learning on Graphs with State Space Models., and . CoRR, (2024)CS-TGN: Community Search via Temporal Graph Neural Networks., , and . WWW (Companion Volume), page 1196-1203. ACM, (2023)Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity., and . ML4H@NeurIPS, volume 225 of Proceedings of Machine Learning Research, page 39-51. PMLR, (2023)