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33 Results
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Workshop
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Invariant Feature Subspace Recovery for Multi-Class Classification Gargi Balasubramaniam · Haoxiang Wang · Han Zhao |
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Workshop
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Lower Bounds on 0-1 Loss for Multi-class Classification with a Test-time Attacker Sihui Dai · Wenxin Ding · Arjun Nitin Bhagoji · Daniel Cullina · Prateek Mittal · Ben Zhao |
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Poster
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Tue 14:00 |
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou |
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Poster
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Wed 9:00 |
Multi-Class H-Consistency Bounds Pranjal Awasthi · Anqi Mao · Mehryar Mohri · Yutao Zhong |
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Poster
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Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses Yuzhou Cao · Tianchi Cai · Lei Feng · Lihong Gu · Jinjie GU · Bo An · Gang Niu · Masashi Sugiyama |
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Poster
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Wed 14:00 |
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection Wael Alghamdi · Hsiang Hsu · Haewon Jeong · Hao Wang · Peter Michalak · Shahab Asoodeh · Flavio Calmon |
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Poster
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A Unified Model for Multi-class Anomaly Detection Zhiyuan You · Lei Cui · Yujun Shen · Kai Yang · Xin Lu · Yu Zheng · Xinyi Le |
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Poster
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Tue 14:00 |
CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification Stephanie Schoch · Haifeng Xu · Yangfeng Ji |
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Workshop
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Instance norm improves meta-learning in class-imbalanced land cover classification Marc Russwurm · Devis Tuia |
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Poster
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Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Yixiong Zou · Shanghang Zhang · Yuhua Li · Ruixuan Li |
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Poster
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Thu 9:00 |
Hierarchical classification at multiple operating points Jack Valmadre |
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Workshop
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Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes Sina Baharlouei · Fatemeh Sheikholeslami · Meisam Razaviyayn · J. Zico Kolter |