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58 Results
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Poster
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Thu 14:00 |
Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge Mayleen Cortez · Matthew Eichhorn · Christina Yu |
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Workshop
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TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter |
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Poster
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Tue 9:00 |
Sample Constrained Treatment Effect Estimation Raghavendra Addanki · David Arbour · Tung Mai · Cameron Musco · Anup Rao |
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Workshop
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A Bayesian Causal Inference Approach for Assessing Fairness in Clinical Decision-Making Linying Zhang · Lauren Richter · Yixin Wang · Anna Ostropolets · Noemie Elhadad · David Blei · George Hripcsak |
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Workshop
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Fri 9:29 |
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference Ilias Tsoumas · GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Alkiviadis Marios Koukos · Dimitra Loka · Nikolaos Bartsotas · Charalampos Kontoes · Ioannis Athanasiadis |
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Workshop
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Evaluating Digital Tools for Sustainable Agriculture using Causal Inference Ilias Tsoumas · GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Alkiviadis Marios Koukos · Dimitra Loka · Nikolaos Bartsotas · Charalampos Kontoes · Ioannis Athanasiadis |
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Poster
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Tue 14:00 |
Active Bayesian Causal Inference Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen |
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Workshop
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Structural Causal Model for Molecular Dynamics Simulation Qi Liu · Yuanqi Du · Fan Feng · Qiwei Ye · Jie Fu |
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Poster
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Generalization Bounds for Estimating Causal Effects of Continuous Treatments Xin Wang · Shengfei Lyu · Xingyu Wu · Tianhao Wu · Huanhuan Chen |
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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 |