sample-complexity

There are 6 repositories 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.

    Language:MATLAB13003

  • YohannaWANG/CauchyEst

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

    Language:Python5400

  • 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)

    Language:Python310

  • rssalessio/BestPolicyIdentificationMDP

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

    Language:Python110

  • 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.

    Language:R0100

  • 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

    Language:Python10