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69 Results
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Poster
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Thu 16:30 |
Differential Privacy has Bounded Impact on Fairness in Classification Paul Mangold · Michaël Perrot · Aurélien Bellet · Marc Tommasi |
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Poster
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Tue 17:00 |
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng · Yunfan Li · Ivor W. Tsang · Hongyuan Zhu · Jiancheng Lv · Joey Tianyi Zhou |
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Poster
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Tue 17:00 |
Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification Florian Heinrichs · Mavin Heim · Corinna Weber |
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Poster
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Thu 16:30 |
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks Louis Bethune · Paul Novello · Guillaume Coiffier · Thibaut Boissin · Mathieu Serrurier · Quentin VINCENOT · Andres Troya-Galvis |
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Poster
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Thu 13:30 |
Probabilistic Imputation for Time-series Classification with Missing Data SeungHyun Kim · Hyunsu Kim · EungGu Yun · Hwangrae Lee · Jaehun Lee · Juho Lee |
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Poster
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Wed 14:00 |
Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice Yishay Mansour · Richard Nock · Robert C. Williamson |
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Poster
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Wed 17:00 |
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Zachary Novack · Julian McAuley · Zachary Lipton · Saurabh Garg |
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Poster
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Tue 17:00 |
Weighted Sampling without Replacement for Deep Top- Classification Dieqiao Feng · Yuanqi Du · Carla Gomes · Bart Selman |
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Poster
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Thu 13:30 |
Strategic Classification with Unknown User Manipulations Tosca Lechner · Ruth Urner · Shai Ben-David |
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Poster
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Tue 17:00 |
The Computational Complexity of Concise Hypersphere Classification Eduard Eiben · Robert Ganian · Iyad Kanj · Sebastian Ordyniak · Stefan Szeider |
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Poster
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Tue 14:00 |
Continual Learning in Linear Classification on Separable Data Itay Evron · Edward Moroshko · Gon Buzaglo · Maroun Khriesh · Badea Marjieh · Nati Srebro · Daniel Soudry |
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Poster
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Tue 17:00 |
The multimarginal optimal transport formulation of adversarial multiclass classification Nicolas Garcia Trillos · Matt Jacobs · Jakwang Kim |