출판 Neural Architecture Optimization Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, Tie-Yan Liu NIPS 2018 | December 2018
출판 Towards Text Generation with Adversarially Learned Neural Outlines Sandeep Subramanian, Sai Rajeswar, Alessandro Sordoni, Adam Trischler, Aaron Courville, Christopher Pal NeurIPS 2018 | December 2018 프로젝트
출판 Perspective annotation for numerical representations Jake Hofman, Miro Dudík, Daniel G. Goldstein December 2018 United States Patent Application | December 2018 프로젝트
출판 Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors Yichi Zhou, Jingwei Zhuo, Jun Zhu International Conference on Machine Learning (ICML) | December 2018
출판 Contamination Attacks and Mitigation in Multi-Party Machine Learning Jamie Hayes, Olya Ohrimenko Neural Information Processing Systems (NeurIPS) | December 2018 프로젝트
출판 Split-door criterion: Identification of causal effects through auxiliary outcomes Amit Sharma, Jake Hofman, Duncan Watts Annals of Applied Statistics | December 2018, 제 12 권(4): pp. 2699-2733
출판 Global Non-convex Optimization with Discretized Diffusions Murat A. Erdogdu, Lester Mackey, Ohad Shamir Advances in Neural Information Processing Systems (NeurIPS) | December 2018
출판 Learning to Teach with Dynamic Loss Functions Lijun Wu, Fei Tian, Yingce Xia, Fan Yang, Tao Qin, Jianhuang Lai, Tie-Yan Liu NeurIPS 2018 | December 2018
출판 FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma NIPS 2018 | December 2018 Github 프로젝트 프로젝트
출판 Contextual bandits with surrogate losses: Margin bounds and efficient algorithms Dylan J. Foster, Akshay Krishnamurthy Advances in Neural Information Processing Systems | December 2018