Lei Guo

activity

20232026

most cited

L_{1}

-Based Adaptive Identification with Saturated Observations

1 citations · 2 across the 7 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

eess.SY2025

$ℓ_{1}$ -Based Adaptive Identification under Quantized Observations with Applications

Xin Zheng, Yifei Jin, Yujing Liu +1

Quantized observations are ubiquitous in a wide range of applications across engineering and the social sciences, and algorithms based on the $ℓ_{1}$ -norm are well recognized for…

cs.LG2025

Adaptive Sentencing Prediction with Guaranteed Accuracy and Legal Interpretability

Yifei Jin, Xin Zheng, Lei Guo

Existing research on judicial sentencing prediction predominantly relies on end-to-end models, which often neglect the inherent sentencing logic and lack interpretability-a critica…

ℓ1​-Based Adaptive Identification under Quantized Observations with Applications

Adaptive Sentencing Prediction with Guaranteed Accuracy and Legal Interpretability

$ℓ_{1}$ -Based Adaptive Identification under Quantized Observations with Applications