Search Results for author: Zehao Zhang

Found 3 papers, 2 papers with code

Cold & Warm Net: Addressing Cold-Start Users in Recommender Systems

no code implementations27 Sep 2023 Xiangyu Zhang, Zongqiang Kuang, Zehao Zhang, Fan Huang, Xianfeng Tan

Finally, we evaluate our Cold & Warm Net on public datasets in comparison to models commonly applied in the matching stage and it outperforms other models on all user types.

Knowledge Distillation Meta-Learning +1

Robust One Round Federated Learning with Predictive Space Bayesian Inference

1 code implementation20 Jun 2022 Mohsin Hasan, Zehao Zhang, Kaiyang Guo, Mahdi Karami, Guojun Zhang, Xi Chen, Pascal Poupart

In contrast, our method performs the aggregation on the predictive posteriors, which are typically easier to approximate owing to the low-dimensionality of the output space.

Bayesian Inference Federated Learning

Arithmetic addition of two integers by deep image classification networks: experiments to quantify their autonomous reasoning ability

1 code implementation10 Dec 2019 Shuaicheng Liu, Zehao Zhang, Kai Song, Bing Zeng

The unprecedented performance achieved by deep convolutional neural networks for image classification is linked primarily to their ability of capturing rich structural features at various layers within networks.

General Classification Image Classification

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