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538 Results
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Poster
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Wed 16:30 |
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data Eirini Angeloudi · Jeroen Audenaert · Micah Bowles · Benjamin M. Boyd · David Chemaly · Brian Cherinka · Ioana Ciucă · Miles Cranmer · Aaron Do · Matthew Grayling · Erin E. Hayes · Tom Hehir · Shirley Ho · Marc Huertas-Company · Kartheik Iyer · Maja Jablonska · Francois Lanusse · Henry Leung · Kaisey Mandel · Rafael Martínez-Galarza · Peter Melchior · Lucas Meyer · Liam Parker · Helen Qu · Jeff Shen · Michael Smith · Connor Stone · Mike Walmsley · John Wu |
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Poster
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Wed 11:00 |
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search Elias Jääsaari · Ville Hyvönen · Teemu Roos |
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Poster
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Wed 16:30 |
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions Hideaki Kim |
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Poster
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Wed 16:30 |
On scalable oversight with weak LLMs judging strong LLMs Zachary Kenton · Noah Siegel · Janos Kramar · Jonah Brown-Cohen · Samuel Albanie · Jannis Bulian · Rishabh Agarwal · David Lindner · Yunhao Tang · Noah Goodman · Rohin Shah |
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Poster
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Thu 16:30 |
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery Shijie Ma · Fei Zhu · Zhun Zhong · Wenzhuo Liu · Xu-yao Zhang · Cheng-lin Liu |
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Poster
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Thu 16:30 |
Stealth edits to large language models Oliver Sutton · Qinghua Zhou · Wei Wang · Desmond Higham · Alexander N Gorban · Alexander Bastounis · Ivan Tyukin |
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Poster
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Fri 16:30 |
HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links Haizhou Du · Yijian Chen · Ryan Yang · Yuchen Li · Linghe Kong |
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Poster
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Thu 16:30 |
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization Thomas Nagler · Lennart Schneider · Bernd Bischl · Matthias Feurer |
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Poster
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Semi-supervised Multi-label Learning with Balanced Binary Angular Margin Loss Ximing Li · Silong Liang · Changchun Li · pengfei wang · Fangming Gu |
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Poster
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Wed 16:30 |
shapiq: Shapley Interactions for Machine Learning Maximilian Muschalik · Hubert Baniecki · Fabian Fumagalli · Patrick Kolpaczki · Barbara Hammer · Eyke Hüllermeier |
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Workshop
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Lithium-Ion Battery System Health Monitoring and Resistance-Based Fault Analysis from Field Data Using Recursive Spatiotemporal Gaussian Processes Joachim Schaeffer · Eric Lenz · Duncan Gulla · Martin Z, Bazant · Richard Braatz · Rolf Findeisen |
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Poster
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Fri 11:00 |
Collaborative Refining for Learning from Inaccurate Labels BIN HAN · Yi-Xuan Sun · Ya-Lin Zhang · Libang Zhang · Haoran Hu · Longfei Li · Jun Zhou · Guo Ye · HUIMEI HE |