43 citations · 59 across the 6 of their papers we have counts for
6 papers
GLIME: General, Stable and Local LIME Explanation
Zeren Tan, Yang Tian, Jian Li
As black-box machine learning models grow in complexity and find applications in high-stakes scenarios, it is imperative to provide explanations for their predictions. Although Loc…
Theoretical foundations of studying criticality in the brain
Yang Tian, Zeren Tan, Hedong Hou +6
Criticality is hypothesized as a physical mechanism underlying efficient transitions between cortical states and remarkable information processing capacities in the brain. While co…
Self-organized critical dynamics of RNA virus evolution
Xiaofei Ge, Kaichao You, Zeren Tan +3
RNA virus (e.g., SARS-CoV-2) evolves in a complex manner. Studying RNA virus evolution is vital for understanding molecular evolution and medicine development. Scientists lack, how…
T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP
Jiaye Teng, Zeren Tan, Yang Yuan
It is challenging to deal with censored data, where we only have access to the incomplete information of survival time instead of its exact value. Fortunately, under linear predict…
How Many Passengers Can We Serve with Ride-sharing?
Zeren Tan
Ride-sharing can reduce traffic congestion and thus reduce gas emissions and save travel time. However, transportation system with ride-sharing is currently inefficient due to low…
A Dynamic Model for Traffic Flow Prediction Using Improved DRN
Zeren Tan, Ruimin Li
Real-time traffic flow prediction can not only provide travelers with reliable traffic information so that it can save people's time, but also assist the traffic management agency…