320 citations · 1.4k across the 14 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 320 cited
Efficient Architecture Search by Network Transformation
Han Cai, Tianyao Chen, Weinan Zhang +2
Techniques for automatically designing deep neural network architectures such as reinforcement learning based approaches have recently shown promising results. However, their succe…
cs.LG2017★ 47 cited
Activation Maximization Generative Adversarial Nets
Zhiming Zhou, Han Cai, Shu Rong +5
Class labels have been empirically shown useful in improving the sample quality of generative adversarial nets (GANs). In this paper, we mathematically study the properties of the…
cs.LG2017★ 178 cited
Real-Time Bidding by Reinforcement Learning in Display Advertising
Han Cai, Kan Ren, Weinan Zhang +4
The majority of online display ads are served through real-time bidding (RTB) --- each ad display impression is auctioned off in real-time when it is just being generated from a us…