2019论文阅读清单
更多内容详见
对抗神经网络(GANs)
- 《Generative Adverarial Networks:An Overview》 —1月
- Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio.2014. Generative Adversarial Networks.
深度森林
- Z.-H. Zhou and J. Feng. Deep forest: Towards an alternative to deep neural networks. In: Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI’17), Melbourne, Australia, 2017.
- J. Feng and Z.-H. Zhou. AutoEncoder by forest. In: Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’18) , New Orleans, LA, 2018.
- J. Feng, Y. Yu, Z.-H. Zhou. Multi-layered gradient boosting decision trees. In: Advances in Neural Information Processing Systems 31 (NIPS’18), Montreal, Canada, 2018.