Search Results for author: Zeren Tan

Found 5 papers, 2 papers with code

GLIME: General, Stable and Local LIME Explanation

1 code implementation NeurIPS 2023 Zeren Tan, Yang Tian, Jian Li

Additionally, LIME's sampling neighborhood is non-local and biased towards the reference, resulting in poor local fidelity and sensitivity to reference choice.

Theoretical foundations of studying criticality in the brain

no code implementations9 Jun 2023 Yang Tian, Zeren Tan, Hedong Hou, Guoqi Li, Aohua Cheng, Yike Qiu, Kangyu Weng, Chun Chen, Pei Sun

These problems stem from the non-triviality and immaturity of the physical theories that analytically derive brain criticality and the statistic techniques that estimate brain criticality from empirical data.

Self-organized critical dynamics of RNA virus evolution

no code implementations19 Apr 2022 Xiaofei Ge, Kaichao You, Zeren Tan, Hedong Hou, Yang Tian, Pei Sun

We anticipate our approach to be a general formalism to portray RNA virus evolution and help identify potential virus lineages to be concerned.

T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP

1 code implementation8 Mar 2021 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.

A Dynamic Model for Traffic Flow Prediction Using Improved DRN

no code implementations2 May 2018 Zeren Tan, Ruimin Li

In our research, we improve the Deep Residual Network and build a dynamic model which previous researchers hardly use.

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