5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 5 cited
Comparing Baseline Shapley and Integrated Gradients for Local Explanation: Some Additional Insights
Tianshu Feng, Zhipu Zhou, Joshi Tarun +1
There are many different methods in the literature for local explanation of machine learning results. However, the methods differ in their approaches and often do not provide same…
stat.ML2022
Shapley Computations Using Surrogate Model-Based Trees
Zhipu Zhou, Jie Chen, Linwei Hu
Shapley-related techniques have gained attention as both global and local interpretation tools because of their desirable properties. However, their computation using conditional e…
q-fin.ST2020
Endogenous Representation of Asset Returns
Zhipu Zhou, Alexander Shkolnik, Sang-Yun Oh
Factor modeling of asset returns has been a dominant practice in investment science since the introduction of the Capital Asset Pricing Model (CAPM) and the Arbitrage Pricing Theor…