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jindongwang committed Jan 28, 2018
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Expand Up @@ -108,9 +108,9 @@ Related articles by research areas:
- NIPS-08 [Learning Bounds for Domain Adaptation](http://papers.nips.cc/paper/3212-learning-bounds-for-domain-adaptation)

- 许多研究者在迁移学习的研究中会应用MMD(Maximum Mean Discrepancy)这个最大均值差异来衡量不同domain之间的距离。MMD的理论文章是:
- MMD的提出:[A Hilbert Space Embedding for Distributions(https://link.springer.com/chapter/10.1007/978-3-540-75225-7_5) | [A Kernel Two-Sample Test](http://www.jmlr.org/papers/v13/gretton12a.html)
- MMD的提出:[A Hilbert Space Embedding for Distributions](https://link.springer.com/chapter/10.1007/978-3-540-75225-7_5) | [A Kernel Two-Sample Test](http://www.jmlr.org/papers/v13/gretton12a.html)
- 多核MMD(MK-MMD):[Optimal kernel choice for large-scale two-sample tests](http://papers.nips.cc/paper/4727-optimal-kernel-choice-for-large-scale-two-sample-tests)
- 理论研究方面,重点关于Alex Smola、Ben-David、Bernhard Schölkopf、Arthur Gretton等人的研究即可。
- 理论研究方面,重点关注Alex Smola、Ben-David、Bernhard Schölkopf、Arthur Gretton等人的研究即可。

- 较新的综述:
- 2017 多任务学习的综述,来自香港科技大学杨强团队:[A survey on multi-task learning](https://arxiv.org/abs/1707.08114)
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