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@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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