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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} }
@inproceedings{DBLP:conf/kddcd/HagedornLHS22, author = {Christopher Hagedorn and Constantin Lange and Johannes Huegle and Rainer Schlosser}, editor = {Thuc Duy Le and Lin Liu and Emre Kiciman and Sofia Triantafyllou and Huan Liu}, title = {{GPU} Acceleration for Information-theoretic Constraint-based Causal Discovery}, booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {185}, pages = {30--60}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v185/hagedorn22a.html}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/HagedornLHS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/LeLKTL22, author = {Thuc Duy Le and Lin Liu and Emre Kiciman and Sofia Triantafyllou and Huan Liu}, editor = {Thuc Duy Le and Lin Liu and Emre Kiciman and Sofia Triantafyllou and Huan Liu}, title = {Preface: The 2022 {ACM} {SIGKDD} Workshop on Causal Discovery}, booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {185}, pages = {1--2}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v185/le22a.html}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/LeLKTL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/MianKK22, author = {Osman Mian and David Kaltenpoth and Michael Kamp}, editor = {Thuc Duy Le and Lin Liu and Emre Kiciman and Sofia Triantafyllou and Huan Liu}, title = {Regret-based Federated Causal Discovery}, booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {185}, pages = {61--69}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v185/mian22a.html}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/MianKK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kddcd/ValogianniP22, author = {Konstantina Valogianni and Balaji Padmanabhan}, editor = {Thuc Duy Le and Lin Liu and Emre Kiciman and Sofia Triantafyllou and Huan Liu}, title = {Causal ABMs: Learning Plausible Causal Models using Agent-based Modeling}, booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {185}, pages = {3--29}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v185/valogianni22a.html}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/ValogianniP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kddcd/2022, editor = {Thuc Duy Le and Lin Liu and Emre Kiciman and Sofia Triantafyllou and Huan Liu}, title = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {185}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v185/}, timestamp = {Wed, 09 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kddcd/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LeLZKCH20, author = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, editor = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, title = {Preface: The 2020 {ACM} {SIGKDD} Workshop on Causal Discovery}, booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020}, series = {Proceedings of Machine Learning Research}, volume = {127}, pages = {1--3}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v127/le20a.html}, timestamp = {Fri, 11 Dec 2020 12:14:42 +0100}, biburl = {https://dblp.org/rec/conf/kdd/LeLZKCH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LiKLCTYW20, author = {Yunzhe Li and Kun Kuang and Bo Li and Peng Cui and Jianrong Tao and Hongxia Yang and Fei Wu}, editor = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, title = {Continuous Treatment Effect Estimation via Generative Adversarial De-confounding}, booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020}, series = {Proceedings of Machine Learning Research}, volume = {127}, pages = {4--22}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v127/li20a.html}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/LiKLCTYW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MaT20, author = {Sisi Ma and Roshan Tourani}, editor = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, title = {Predictive and Causal Implications of using Shapley Value for Model Interpretation}, booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020}, series = {Proceedings of Machine Learning Research}, volume = {127}, pages = {23--38}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v127/ma20a.html}, timestamp = {Thu, 10 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/MaT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/SharmaGPCVS20, author = {Ankit Sharma and Garima Gupta and Ranjitha Prasad and Arnab Chatterjee and Lovekesh Vig and Gautam Shroff}, editor = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, title = {Hi-CI: Deep Causal Inference in High Dimensions}, booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020}, series = {Proceedings of Machine Learning Research}, volume = {127}, pages = {39--61}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v127/sharma20a.html}, timestamp = {Thu, 10 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/SharmaGPCVS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YoungACL20, author = {Jonathan D. Young and Bryan Andrews and Gregory F. Cooper and Xinghua Lu}, editor = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, title = {Learning Latent Causal Structures with a Redundant Input Neural Network}, booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020}, series = {Proceedings of Machine Learning Research}, volume = {127}, pages = {62--91}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v127/young20a.html}, timestamp = {Thu, 10 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/YoungACL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/kdd/2020cd, editor = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen}, title = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020}, series = {Proceedings of Machine Learning Research}, volume = {127}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v127/}, timestamp = {Fri, 11 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/2020cd.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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