rademacher-complexity

There are 1 repository under rademacher-complexity topic.

• Decadz / Genetic-Programming-with-Rademacher-Complexity

  Code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (CEC-2019). Paper Link: https://ieeexplore.ieee.org/document/8790341

  evolutionary-computationgenetic-programmingsymbolic-regressionmodel-complexityrademacher-complexity
  Language:Python 13

• nr-parikh / machine_learning

  Repository dealing with key concepts in Machine Learning

  knearest-neighbor-algorithmlogistic-regressionmachine-learningrademacher-complexitysvm
  Language:Python 1

• superlj666 / Learning-Vector-valued-Functions-with-Local-Rademacher-Complexity

  Codes and experiments for the paper "Learning Vector-valued Functions with Local Rademacher Complexity". Preprint.

  rademacher-complexitysemi-supervised-learningvector-valued-functions
  Language:MATLAB 1

• superlj666 / Multi-Class-Learning-From-Theory-to-Algorithm

  Codes and experiments for "Multi-Class Learning: From Theory to Algorithm", published in NeurIPS 2018

  generalizationtheorymulti-classrademacher-complexity
  Language:MATLAB 1

• acdmammoths / Bavarian-code

  Code for the paper "Bavarian: Betweenness Centrality Approximation with Variance-Aware Rademacher Averages", by Chloe Wohlgemuth, Cyrus Cousins, and Matteo Riondato, appearing in ACM KDD'21 and ACM TKDD'23

  betweennessbetweenness-centralitycentralitycentrality-measurescentrality-metricsrademacherrademacher-complexityrandom-samplingrandomized-algorithms
  Language:C++ 0

• superlj666 / Multi-Class-Learning-using-Unlabeled-Samples-Theory-and-Algorithm

  Codes and experiments for "Multi-Class Learning using Unlabeled Samples: Theory and Algorithm", published in IJCAI 2019

  rademacher-complexitysemi-supervised-learningunlabeled-samples
  Language:MATLAB 0