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Titlebook: Neural Information Processing; 30th International C Biao Luo,Long Cheng,Chaojie Li Conference proceedings 2024 The Editor(s) (if applicable

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Policy Representation Opponent Shaping via Contrastive Learninglemmas via opponent shaping. However, opponent shaping needs extra information of opponent. It is not always accessible in mixed tasks if agents are decentralized. To address this, We present PROS, which runs in a fully-independent setting and needs no extra information. PROS shapes the opponent wit
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Differential Private (Random) Decision Tree Without Adding Noiseeached practical level due to many challenges on balancing privacy preservation and performance. In this paper, we propose a method of applying privacy preservation to the (random) decision tree, which is a variation of the expanded decision tree proposed by Fan et al. in 2003, to achieve the follow
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Membership Inference Attacks Against Medical Databaseses rather than recommendation system or machine learning classifiers. From our extensive simulation and comparison with traditional inference attacks, we can observe the proposed model can achieve the attacks in the medical data with reasonable attack accuracy and acceptable computation costs.
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Application of ALMM Technology to Intelligent Control System for a Fleet of Unmanned Aerial Vehiclesmizing the total completion time of all tasks . is described. Then a hybrid algorithm for solving this problem and the results of the experiments carried out are presented. The component nature of the proposed approach allows easy transposition of the models and algorithms in case of more complex, a
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TPTGAN: Two-Path Transformer-Based Generative Adversarial Network Using Joint Magnitude Masking and oth sub-band and full-band information of the time-frequency spectrogram. The estimation of magnitude and complex spectrum is decoupled in the decoder, and then the enhanced speech is reconstructed in conjunction with the phase information. Through the implementation of intelligent training strategi
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