Linbo Xie

activity

20222024

most citedProbability-Dependent Gradient Decay in Large Margin Softmax

1 citations · 1 across the 3 of their papers we have counts for

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2 papers · 1 filter

cs.LG2024

Parametric $ρ$ -Norm Scaling Calibration

Siyuan Zhang, Linbo Xie

Output uncertainty indicates whether the probabilistic properties reflect objective characteristics of the model output. Unlike most loss functions and metrics in machine learning,…

cs.LG2023

FRGNN: Mitigating the Impact of Distribution Shift on Graph Neural Networks via Test-Time Feature Reconstruction

Rui Ding, Jielong Yang, Feng Ji +2

Due to inappropriate sample selection and limited training data, a distribution shift often exists between the training and test sets. This shift can adversely affect the test perf…

Parametric ρ-Norm Scaling Calibration

FRGNN: Mitigating the Impact of Distribution Shift on Graph Neural Networks via Test-Time Feature Reconstruction

Parametric $ρ$ -Norm Scaling Calibration