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91 Results
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Workshop
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Learning Independent Causal Mechanisms Sarah Mameche · David Kaltenpoth · Jilles Vreeken |
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Causal Proxy Models for Concept-Based Model Explanations Zhengxuan Wu · Karel D'Oosterlinck · Atticus Geiger · Amir Zur · Christopher Potts |
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Identifiability Guarantees for Causal Disentanglement from Soft Interventions Jiaqi Zhang · Chandler Squires · Kristjan Greenewald · Akash Srivastava · Karthikeyan Shanmugam · Caroline Uhler |
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GFlowNets for Causal Discovery: an Overview Dragos Cristian Manta · Edward Hu · Yoshua Bengio |
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Differentiable Causal Discovery with Smooth Acyclic Orientations Riccardo Massidda · Francesco Landolfi · Martina Cinquini · Davide Bacciu |
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Identification of Nonlinear Latent Hierarchical Causal Models Lingjing Kong · Biwei Huang · Feng Xie · Eric Xing · Yuejie Chi · Kun Zhang |
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In the Eye of the Beholder: Robust Prediction with Causal User Modeling Amir Feder · Nir Rosenfeld |
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Workshop
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Sat 14:40 |
Causal Proxy Models for Concept-Based Model Explanations Zhengxuan Wu · Karel D'Oosterlinck · Atticus Geiger · Amir Zur · Christopher Potts |
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Workshop
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Calibrated Propensities for Causal Effect Estimation Shachi Deshpande · Volodymyr Kuleshov |
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Workshop
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Sat 18:30 |
🎤 Fast Causal Attention with Dynamic Sparsity Daniele Paliotta · Matteo Pagliardini · Martin Jaggi · François Fleuret |
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Towards Modular Learning of Deep Causal Generative Models Md Musfiqur Rahman · Murat Kocaoglu |
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Workshop
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Causal Inference with Synthetic Control Methods by Density Matching under Implicit Endogeneitiy Masahiro Kato · Akari Ohda · Masaaki Imaizumi · Kenichiro McAlinn |