Long Beach
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Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective Zihan Luo
GNNs to mitigate the bias as well as boost their utility in an end-to-end manner.
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
Learning from Active Human Involvement through Proxy Value Propagation
Learning from active human involvement enables the human subject to actively intervene and demonstrate to the AI agent during training. The interaction and corrective feedback from human brings safety and AI alignment to the learning process.
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Industry: Government > Regional Government > North America Government > United States Government (1.00)
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Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
Both algorithms yield state-of-the-art performance guarantees.
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- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.66)