reweighting-examples

There are 0 repository under reweighting-examples topic.

• XinshaoAmosWang / Improving-Mean-Absolute-Error-against-CCE

  Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters

  data-fittingreweighting-exampleslabel-noisemean-absolute-errorcategory-cross-entropyoutliers
  Language:Shell 30

• XinshaoAmosWang / DerivativeManipulation

  In the context of Deep Learning: What is the right way to conduct example weighting? How do you understand loss functions and so-called theorems on them?

  data-fittinglabel-noiseoutlierreweighting-examplesgeneralisationregularisation
  Language:Shell 10

• alejandrods / Analysis-of-classifiers-robust-to-noisy-labels

  Analysis of robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Reweighting and T-revision. We demonstrate methods for estimating the transition matrix in order to obtain better classifier performance when working with noisy data.

  pytorchimportance-reweightinglabel-noisetransition-matrixpythonnoisy-datadeep-learningneural-networkt-revisionforward-modelrobustnessreweighting-examplesreweighting-algorithmsmachine-learningdata-sciencenlpimage-classification
  Language:Jupyter Notebook 0
• simple-ml-reweighting-example

  jbossios / simple-ml-reweighting-example

  Simple example of how to train a network to learn to weight data to follow a given probability distribution.

  machine-learningnumpypytorchreweighting-examples
  Language:Jupyter Notebook 0