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43 Results
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Poster
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MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning Namyong Park · Ryan Rossi · Nesreen Ahmed · Christos Faloutsos |
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Poster
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Variational Latent Branching Model for Off-Policy Evaluation Qitong Gao · Ge Gao · Min Chi · Miroslav Pajic |
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Poster
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Mon 2:30 |
Human-Guided Fair Classification for Natural Language Processing Florian Eddie Dorner · Momchil Peychev · Nikola Konstantinov · Naman Goel · Elliott Ash · Martin Vechev |
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Poster
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Tue 7:30 |
Beyond calibration: estimating the grouping loss of modern neural networks Alexandre Perez-Lebel · Marine Le Morvan · Gael Varoquaux |
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Poster
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Wed 7:30 |
What Is Missing in IRM Training and Evaluation? Challenges and Solutions Yihua Zhang · Pranay Sharma · Parikshit Ram · Mingyi Hong · Kush Varshney · Sijia Liu |
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Poster
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TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization Bairu Hou · Jinghan Jia · Yihua Zhang · Guanhua Zhang · Yang Zhang · Sijia Liu · Shiyu Chang |
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Poster
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Humanly Certifying Superhuman Classifiers Qiongkai Xu · Christian Walder · Chenchen Xu |
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Poster
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Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang · Jun Wang · Mingwen Dong · Lin Pan · Henghui Zhu · Alexander Hanbo Li · Wuwei Lan · Sheng Zhang · Jiarong Jiang · Joseph Lilien · Steve Ash · William Wang · Zhiguo Wang · Vittorio Castelli · Patrick Ng · Bing Xiang |
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Poster
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Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks Xiang Ji · Minshuo Chen · Mengdi Wang · Tuo Zhao |
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Poster
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Mon 7:30 |
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Paul F. Jaeger · Carsten Lüth · Lukas Klein · Till Bungert |
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Oral
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Mon 6:00 |
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Paul F. Jaeger · Carsten Lüth · Lukas Klein · Till Bungert |
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Poster
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Tue 2:30 |
A critical look at the evaluation of GNNs under heterophily: Are we really making progress? Oleg Platonov · Denis Kuznedelev · Michael Diskin · Artem Babenko · Liudmila Prokhorenkova |