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Titlebook: Machine Learning and Knowledge Discovery in Databases: Research Track; European Conference, Danai Koutra,Claudia Plant,Francesco Bonchi Con

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21#
發(fā)表于 2025-3-25 04:13:52 | 只看該作者
Enhancing Table Retrieval with?Dual Graph Representationse fusion strategy is eventually tailor-made for sophisticated table representations. In this way, the table structure and semantic information are well considered with dual-graph modeling. Consequently, the input query can match the target tables based on their full-fledged table representations and
22#
發(fā)表于 2025-3-25 09:37:38 | 只看該作者
A Few Good Sentences: Content Selection for?Abstractive Text Summarizationt summarization. We observe that self-training and cross-training a pre-trained model with . selected data shows competitive performance to the pre-trained model. Furthermore, a small amount of . selected data is sufficient for domain adaptation against fine-tuning on the entire training dataset wit
23#
發(fā)表于 2025-3-25 14:29:40 | 只看該作者
24#
發(fā)表于 2025-3-25 17:27:24 | 只看該作者
25#
發(fā)表于 2025-3-25 22:46:13 | 只看該作者
Neural Class Expression Synthesis in?, they are not applicable to ontologies in more expressive description logics. In this paper, we propose a novel NCES approach which extends the state of the art to the description logic .. Our extension, dubbed NCES2, comes with an improved training data generator and does not require pretrained em
26#
發(fā)表于 2025-3-26 03:24:26 | 只看該作者
Deep Explainable Relational Reinforcement Learning: A Neuro-Symbolic Approachn (or action) is arrived at. Through several experiments, in setups like the Countdown Game, Blocks World, Gridworld, Traffic, and Mingrid, we show that the policies learned by DERRL are adaptable to varying configurations and environmental changes.
27#
發(fā)表于 2025-3-26 07:42:05 | 只看該作者
28#
發(fā)表于 2025-3-26 11:35:51 | 只看該作者
NKFAC: A Fast and?Stable KFAC Optimizer for?Deep Neural Networksbtained from the previous step, producing accurate results within a few iterations thanks to its fast local convergence. This approach reduces computation time and inherits the property of second-order optimizers, enabling practical applications. The proposed algorithm is further enhanced with sever
29#
發(fā)表于 2025-3-26 12:51:05 | 只看該作者
30#
發(fā)表于 2025-3-26 17:06:58 | 只看該作者
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