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44 Results
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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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Workshop
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GLINKX: A Unified Framework for Large-scale Homophilous and Heterophilous Graphs Marios Papachristou · Rishab Goel · Frank Portman · Matthew Miller · Rong Jin |
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Poster
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MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification Zhenbin Wang · Mao Ye · Xiatian Zhu · Liuhan Peng · Liang Tian · Yingying Zhu |
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Poster
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Thu 9:00 |
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification Yanbo Xu · Alind Khare · Glenn Matlin · Monish Ramadoss · Rishikesan Kamaleswaran · Chao Zhang · Alexey Tumanov |
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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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Thu 14:00 |
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation Lars Schmarje · Vasco Grossmann · Claudius Zelenka · Sabine Dippel · Rainer Kiko · Mariusz Oszust · Matti Pastell · Jenny Stracke · Anna Valros · Nina Volkmann · Reinhard Koch |
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Poster
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Thu 14:00 |
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah · Dustin Carrión-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu |