139 citations · 725 across the 72 of their papers we have counts for
Showing 2018 · stat.MLShow all
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stat.ML2018★ 7 cited
Statistical Optimality of Interpolated Nearest Neighbor Algorithms
Yue Xing, Qifan Song, Guang Cheng
In the era of deep learning, understanding over-fitting phenomenon becomes increasingly important. It is observed that carefully designed deep neural networks achieve small testing…
stat.ML2018★ 15 cited
Stein Neural Sampler
Tianyang Hu, Zixiang Chen, Hanxi Sun +3
We propose two novel samplers to generate high-quality samples from a given (un-normalized) probability density. Motivated by the success of generative adversarial networks, we con…