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8 Results
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Poster
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Thu 9:00 |
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit |
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Poster
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Wed 9:00 |
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction Benjamin Kompa · David Bellamy · Tom Kolokotrones · james m robins · Andrew Beam |
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Workshop
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Time Series Causal Link Estimation under Hidden Confounding using Knockoff Interventions Violeta-Teodora Trifunov · Maha Shadaydeh · Joachim Denzler |
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Poster
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Tue 9:00 |
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder Qi Tian · Kun Kuang · Kelu Jiang · Furui Liu · Zhihua Wang · Fei Wu |
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Poster
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Tue 9:00 |
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang · Huiyuan Wang · Xinyu Li · Qing Cui · Ya-Lin Zhang · Feng Zhu · Longfei Li · Jun Zhou · Linbo Jiang |
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Workshop
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Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning Matthew Ashman · Chao Ma · Agrin Hilmkil · Joel Jennings · Cheng Zhang |
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Poster
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Thu 14:00 |
Generative multitask learning mitigates target-causing confounding Taro Makino · Krzysztof Geras · Kyunghyun Cho |
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Poster
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Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders Olivier Jeunen · Ciarán Gilligan-Lee · Rishabh Mehrotra · Mounia Lalmas |