AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
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Updated
Sep 16, 2018 - MATLAB
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
Subsampled Riemannian trust-region (RTR) algorithms
Repository to the notes and relevant codes from previous lectures and talks.
This MultiDOE toolbox regroups many existing tools for generating sample points using many specific DOE techniques.
Hammersley Sampling method For Design of Experiments (DOE) has been implemented in MATLAB
Monte Carlo used for the seminar Monte Carlo Methods in Econometrics and Finance at the university of Copenhagen
This is a repository for CS4ML. It is a general framework for active learning in regression problems. It approximates a target function arising from general types of data, rather than pointwise samples.
To process, analyse and data extract various types of signals (electrical, sinusoidal).
MATLAB based project on verification of sampling theorem
My work on a generalized Shannon sampling (and filtering) algorithm, while I was a research student in the summer of 2016.
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