sample-complexity

There are 0 repository under sample-complexity topic.

• yokoxue / HRP

  Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.

  learning-theorysparse-codingdictionary-learningsample-complexity
  Language:MATLAB 13

• YohannaWANG / CauchyEst

  We analyze algorithms to learn Gaussian Bayesian networks with known structure up to a bounded error in total variation distance.

  causalitydistribution-learninggaussiansgraphical-modelssample-complexity
  Language:Python 4

• rssalessio / OSRL-SC

  OSRL (Optimal Representation Learning in Multi-Task Bandits) comprises an algorithm that addresses the problem of sample complexity with fixed confidence in Multi-Task Bandit problems. Published at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI23)

  multi-taskpythonrepresentation-learningsample-complexityaaai23osrl-sc
  Language:Python 3

• rssalessio / BestPolicyIdentificationMDP

  Python implementation of algorithms for Best Policy Identification in Markov Decision Processes

  best-policy-identificationdiscounted-mdpsklb-tsmarkov-decision-processesmdpssample-complexity
  Language:Python 1

• juscelino-jr / supcavs

  This package was the result of master thesis that is seen at link https://tede2.uepg.br/jspui/handle/prefix/152 and in the article https://doi.org/10.5335/rbca.2015.3727.

  variable-selectionsample-complexitydimensionality-reductionlabeled-data
  Language:R 0

• rssalessio / py-lower-bound-bai

  Python utilities to compute a lower bound of the expected sample complexity to identify the best arm in a bandit model

  bandit-algorithmsbest-arm-identificationlower-boundsample-complexity
  Language:Python