6 citations · 6 across the 1 of their papers we have counts for
2 papers
cs.LG2018
Teacher-Student Compression with Generative Adversarial Networks
Ruishan Liu, Nicolo Fusi, Lester Mackey
More accurate machine learning models often demand more computation and memory at test time, making them difficult to deploy on CPU- or memory-constrained devices. Teacher-student…
cs.AI2017★ 6 cited
The Effects of Memory Replay in Reinforcement Learning
Ruishan Liu, James Zou
Experience replay is a key technique behind many recent advances in deep reinforcement learning. Allowing the agent to learn from earlier memories can speed up learning and break u…