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142 Results
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Poster
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Tue 15:15 |
Learning Interpretable Low-dimensional Representation via Physical Symmetry Xuanjie Liu · Daniel Chin · Yichen Huang · Gus Xia |
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Poster
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Wed 8:45 |
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction Quentin Delfosse · Hikaru Shindo · Devendra Dhami · Kristian Kersting |
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Poster
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Wed 15:00 |
This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations Chiyu Ma · Brandon Zhao · Chaofan Chen · Cynthia Rudin |
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Poster
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Thu 8:45 |
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases Mazda Moayeri · Wenxiao Wang · Sahil Singla · Soheil Feizi |
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Poster
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Tue 15:15 |
Counterfactual Memorization in Neural Language Models Chiyuan Zhang · Daphne Ippolito · Katherine Lee · Matthew Jagielski · Florian Tramer · Nicholas Carlini |
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Poster
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Tue 15:15 |
Post Hoc Explanations of Language Models Can Improve Language Models Satyapriya Krishna · Jiaqi Ma · Dylan Slack · Asma Ghandeharioun · Sameer Singh · Himabindu Lakkaraju |
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Poster
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Thu 15:00 |
Tracr: Compiled Transformers as a Laboratory for Interpretability David Lindner · Janos Kramar · Sebastian Farquhar · Matthew Rahtz · Tom McGrath · Vladimir Mikulik |
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Poster
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Wed 8:45 |
Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution Ying Wang · Tim G. J. Rudner · Andrew Wilson |
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Poster
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Tue 15:15 |
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models Chudi Zhong · Zhi Chen · Jiachang Liu · Margo Seltzer · Cynthia Rudin |
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Poster
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Wed 8:45 |
Statistically Valid Variable Importance Assessment through Conditional Permutations Ahmad CHAMMA · Denis Engemann · Bertrand Thirion |
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Poster
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Thu 8:45 |
Interpretable Prototype-based Graph Information Bottleneck Sangwoo Seo · Sungwon Kim · Chanyoung Park |
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Poster
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Tue 15:15 |
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis Shreyas Malakarjun Patil · Loizos Michael · Constantine Dovrolis |