13 citations · 23 across the 5 of their papers we have counts for
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cs.LG2023★ 1 cited
Data-Driven Subgroup Identification for Linear Regression
Zachary Izzo, Ruishan Liu, James Zou
Medical studies frequently require to extract the relationship between each covariate and the outcome with statistical confidence measures. To do this, simple parametric models are…
cs.LG2019★ 3 cited
Learning transport cost from subset correspondence
Ruishan Liu, Akshay Balsubramani, James Zou
Learning to align multiple datasets is an important problem with many applications, and it is especially useful when we need to integrate multiple experiments or correct for confou…
cs.LG2018★ 13 cited
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…