f-divergence

There are 0 repository under f-divergence topic.

• weijiaheng / Robust-f-divergence-measures

  [ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"

  label-noisenoisy-labelsf-divergencedeep-neural-networksnoisy-label-learningrobustness
  Language:Python 67

• weijiaheng / Credible-sample-elicitation

  [AISTATS2021] Official implementation of "Sample Elicitation"

  sample-elicitationinformation-elicitationelicitationdeep-learningf-divergence
  Language:Python 29

• nicolaNovello / fDIME

  [NeurIPS2024] Official Pytorch implementation of "Mutual Information Estimation via f-Divergence and Data Derangements"

  derangementf-divergencemutual-informationpermutations
  Language:Python 8

• nicolaNovello / discriminative-classification-fDiv

  [ICML2024] Official Pytorch implementation of "f-Divergence Based Classification: Beyond the Use of Cross-Entropy"

  classificationf-divergence
  Language:Python 4

• nicolaNovello / label-noise-PLC

  [SmartGridComm2024] Official Pytorch implementation of "Label Noise Resistant f-Divergence Receiver for Power Line Communications"

  f-divergencelabel-noisepower-line-communicationimpedance-modulation
  Language:Python 1

• ViktorAJStein / Regularized_f_Divergence_Particle_Flows

  Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.

  f-divergencegradient-flowmmdparticle-flowregularizationreproducing-kernel-hilbert-spacerkhswasserstein-gradient-flowssamplingsampling-methods
  Language:Python 1

• pehlivanian / PartitionSolvers

  SWIG bindings for best subset, best partition solvers, multiple flavors, multiple objectives

  optimizationcombinatorial-optimizationconvex-optimizationbregman-divergencef-divergence
  Language:Python 0