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@inproceedings{DBLP:conf/kddcd/JunCSMLBP23, author = {Inyoung Jun and Scott A. Cohen and Sarah E. Ser and Simone Marini and Robert J. Lucero and Jiang Bian and Mattia Prosperi}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant Staphylococcus Aureus Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {98--115}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/jun23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/JunCSMLBP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/LeLNTSCKPWP23, author = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Preface: The 2023 {ACM} {SIGKDD} Workshop on Causal Discovery, Prediction and Decision}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {1--2}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/le23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/LeLNTSCKPWP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/LuWWX23, author = {Wang Lu and Jindong Wang and Yidong Wang and Xing Xie}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Towards Optimization and Model Selection for Domain Generalization: {A} Mixup-guided Solution}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {75--97}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/lu23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/LuWWX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/MasoeroHM23, author = {Lorenzo Masoero and Doug Hains and James McQueen}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Leveraging covariate adjustments at scale in online {A/B} testing}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {25--48}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/masoero23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/MasoeroHM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/SchachtKSSGI23, author = {Oliver Schacht and Sven Klaassen and Philipp Schwarz and Martin Spindler and Daniel Gr{\"{u}}nbaum and Sebastian Imhof}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Causally Learning an Optimal Rework Policy}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {3--24}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/schacht23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/SchachtKSSGI23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/XiongCT23, author = {Ruoxuan Xiong and Alex Chin and Sean Taylor}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Bias-Variance Tradeoffs for Designing Simultaneous Temporal Experiments}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {115--131}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/xiong23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/XiongCT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/ZhangTKFQYZYZW23, author = {Shengyu Zhang and Yunze Tong and Kun Kuang and Fuli Feng and Jiezhong Qiu and Jin Yu and Zhou Zhao and Hongxia Yang and Zhongfei Zhang and Fei Wu}, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {Stable Prediction on Graphs with Agnostic Distribution Shifts}, booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, pages = {49--74}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/zhang23a.html}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/ZhangTKFQYZYZW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kddcd/2023, editor = {Thuc Duy Le and Jiuyong Li and Robert Ness and Sofia Triantafillou and Shohei Shimizu and Peng Cui and Kun Kuang and Jian Pei and Fei Wang and Mattia Prosperi}, title = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 07 August 2023, Long Beach, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {218}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v218/}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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