物种起源 发表于 2025-3-25 05:52:44

Certification of Model Robustness in Active Class Selectionhis declaration is theoretically justified by PAC bounds. We apply our proposed certification method in astro-particle physics, where a simulation generates telescope recordings from actively chosen particle classes.

颠簸地移动 发表于 2025-3-25 11:23:41

0302-9743 ge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic. .The 210 full papers presented in these proceedings were carefully reviewed and s

宴会 发表于 2025-3-25 14:31:48

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牢骚 发表于 2025-3-25 19:03:24

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Metastasis 发表于 2025-3-25 23:18:57

The Bures Metric for Generative Adversarial Networkspace or kernel space in terms of the covariance and kernel matrix respectively. We observe that diversity matching reduces mode collapse substantially and has a positive effect on sample quality. On the practical side, a very simple training procedure is proposed and assessed on several data sets.

消音器 发表于 2025-3-26 03:51:39

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前兆 发表于 2025-3-26 08:13:30

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万花筒 发表于 2025-3-26 09:42:54

Self-bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian Csian guarantees on the C-Bound, we derive self-bounding majority vote learning algorithms. Moreover, our algorithms based on gradient descent are scalable and lead to accurate predictors paired with non-vacuous guarantees.

裙带关系 发表于 2025-3-26 16:18:22

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Amenable 发表于 2025-3-26 20:47:54

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查看完整版本: Titlebook: Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, Nuria Oliver,Fernando Pérez-Cruz,Jose A. Lozano