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20182023
most citedIntegrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling

6 citations · 24 across the 11 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 4 cited

Toward Understanding Privileged Features Distillation in Learning-to-Rank

Shuo Yang, Sujay Sanghavi, Holakou Rahmanian +2

In learning-to-rank problems, a privileged feature is one that is available during model training, but not available at test time. Such features naturally arise in merchandised rec…

cs.LG2022★ 4 cited

Sample Efficiency of Data Augmentation Consistency Regularization

Shuo Yang, Yijun Dong, Rachel Ward +3

Data augmentation is popular in the training of large neural networks; currently, however, there is no clear theoretical comparison between different algorithmic choices on how to…