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91 Results
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Poster
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Wed 14:00 |
Causal Modeling of Policy Interventions From Treatment–Outcome Sequences Çağlar Hızlı · ST John · Anne Juuti · Tuure Saarinen · Kirsi Pietiläinen · Pekka Marttinen |
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Poster
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Tue 14:00 |
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs Richard Watson · Hengrui Cai · Xinming An · Samuel McLean · Rui Song |
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Poster
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Thu 16:30 |
On the Identifiability and Estimation of Causal Location-Scale Noise Models Alexander Immer · Christoph Schultheiss · Julia Vogt · Bernhard Schölkopf · Peter Bühlmann · Alexander Marx |
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Poster
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Tue 14:00 |
Additive Causal Bandits with Unknown Graph Alan Malek · Virginia Aglietti · Silvia Chiappa |
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Poster
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Wed 14:00 |
Differentiable Multi-Target Causal Bayesian Experimental Design Panagiotis Tigas · Yashas Annadani · Desi Ivanova · Andrew Jesson · Yarin Gal · Adam Foster · Stefan Bauer |
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Poster
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Tue 17:00 |
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding Miruna Oprescu · Jacob Dorn · Marah Ghoummaid · Andrew Jesson · Nathan Kallus · Uri Shalit |
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Poster
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Tue 14:00 |
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting Shayan Shirahmad Gale Bagi · Zahra Gharaee · Oliver Schulte · Mark Crowley |
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Workshop
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Invariant Causal Set Covering Machines Thibaud Godon · Baptiste Bauvin · Pascal Germain · Jacques Corbeil · Alexandre Drouin |
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Workshop
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Causal Dependence Plots Joshua Loftus · Lucius Bynum · Sakina Hansen |
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Workshop
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Transfer Causal Learning: Causal Effect Estimation with Knowledge Transfer Song Wei · Ronald Moore · Hanyu Zhang · Yao Xie · Rishikesan Kamaleswaran |
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Workshop
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Towards Modular Machine Learning Pipelines Aditya Modi · JIVAT NEET KAUR · Maggie Makar · Pavan Mallapragada · Amit Sharma · Emre Kiciman · Adith Swaminathan |
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Workshop
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Structured Neural Networks for Density Estimation Asic Chen · Ruian Shi · Xiang Gao · Ricardo Baptista · Rahul G. Krishnan |