Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation

Author:

Xia Xin1ORCID,Yu Junliang1ORCID,Xu Guandong2ORCID,Yin Hongzhi1ORCID

Affiliation:

1. The University of Queensland, Brisbane, QLD, Australia

2. University of Technology Sydney, Sydney, NSW, Australia

Funder

Australian Research Council

Publisher

ACM

Reference50 articles.

1. Alham Fikri Aji and Kenneth Heafield . 2017. Sparse communication for distributed gradient descent. arXiv preprint arXiv:1704.05021 ( 2017 ). Alham Fikri Aji and Kenneth Heafield. 2017. Sparse communication for distributed gradient descent. arXiv preprint arXiv:1704.05021 (2017).

2. Benu Madhab Changmai , Divija Nagaraju , Debi Prasanna Mohanty , Kriti Singh, Kunal Bansal, and Sukumar Moharana. 2019 . On-device User Intent Prediction for Context and Sequence Aware Recommendation . arXiv preprint arXiv:1909.12756 (2019). Benu Madhab Changmai, Divija Nagaraju, Debi Prasanna Mohanty, Kriti Singh, Kunal Bansal, and Sukumar Moharana. 2019. On-device User Intent Prediction for Context and Sequence Aware Recommendation. arXiv preprint arXiv:1909.12756 (2019).

3. Update Compression for Deep Neural Networks on the Edge

4. Ting Chen , Martin Renqiang Min , and Yizhou Sun . 2018 . Learning k-way d-dimensional discrete codes for compact embedding representations . In International Conference on Machine Learning. PMLR, 854--863 . Ting Chen, Martin Renqiang Min, and Yizhou Sun. 2018. Learning k-way d-dimensional discrete codes for compact embedding representations. In International Conference on Machine Learning. PMLR, 854--863.

5. Learning Elastic Embeddings for Customizing On-Device Recommenders

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