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91 Results
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Poster
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Tue 15:30 |
Interpretable Off-Policy Learning via Hyperbox Search Daniel Tschernutter · Tobias Hatt · Stefan Feuerriegel |
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Poster
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Tue 15:30 |
On the Adversarial Robustness of Causal Algorithmic Recourse Ricardo Dominguez-Olmedo · Amir Karimi · Bernhard Schölkopf |
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Poster
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Tue 15:30 |
On Measuring Causal Contributions via do-interventions Yonghan Jung · Shiva Kasiviswanathan · Jin Tian · Dominik Janzing · Patrick Bloebaum · Elias Bareinboim |
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Poster
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Thu 15:00 |
Data-SUITE: Data-centric identification of in-distribution incongruous examples Nabeel Seedat · Jonathan Crabbé · Mihaela van der Schaar |
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Spotlight
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Tue 11:45 |
Neuron Dependency Graphs: A Causal Abstraction of Neural Networks Yaojie Hu · Jin Tian |
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Poster
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Tue 15:30 |
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments Jinkun Lin · Anqi Zhang · Mathias Lécuyer · Jinyang Li · Aurojit Panda · Siddhartha Sen |
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Poster
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Wed 15:30 |
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki · Avi Mohan · Aditya Gopalan · Shie Mannor |
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Poster
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Thu 15:00 |
Rethinking Attention-Model Explainability through Faithfulness Violation Test Yibing Liu · Haoliang Li · Yangyang Guo · Chenqi KONG · Jing Li · Shiqi Wang |
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Spotlight
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Thu 13:00 |
Data-SUITE: Data-centric identification of in-distribution incongruous examples Nabeel Seedat · Jonathan Crabbé · Mihaela van der Schaar |
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Poster
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Tue 15:30 |
A query-optimal algorithm for finding counterfactuals Guy Blanc · Caleb Koch · Jane Lange · Li-Yang Tan |
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Poster
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Tue 15:30 |
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong · Charlie Snell · Dan Klein · Jacob Steinhardt |
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Spotlight
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Tue 11:40 |
Interpretable Off-Policy Learning via Hyperbox Search Daniel Tschernutter · Tobias Hatt · Stefan Feuerriegel |