Concept
Gaussian filter
Related publications (61)
Pollution mask for the continuous corrected particle number concentration data in 1 min time resolution measured in the Swiss aerosol container using a whole air inlet during MOSAiC 2019/2020
Julia Schmale, Andrea Baccarini, Ivo Fabio Beck, Hélène Paule Angot
This dataset contains particle number concentrations and a pollution flag in 1 min time resolution. It is derived by the pollution detection algorithm (PDA, doi:10.5281/zenodo.5761101) based on the corrected particle number concentration data of the CPC377 ...
EPFL Infoscience2023A new variable shape parameter strategy for RBF approximation using neural networks
The choice of the shape parameter highly effects the behaviour of radial basis function (RBF) approximations, as it needs to be selected to balance between the ill-conditioning of the interpolation matrix and high accuracy. In this paper, we demonstrate ho ...
PERGAMON-ELSEVIER SCIENCE LTD2023Policy Gradient Algorithms for Robust MDPs with Non-Rectangular Uncertainty Sets
Daniel Kuhn, Mengmeng Li, Tobias Sutter
We propose a policy gradient algorithm for robust infinite-horizon Markov Decision Processes (MDPs) with non-rectangular uncertainty sets, thereby addressing an open challenge in the robust MDP literature. Indeed, uncertainty sets that display statistical ...
2023Pollution Detection Algorithm (PDA)
Julia Schmale, Andrea Baccarini, Ivo Fabio Beck, Hélène Paule Angot
The Pollution Detection Algorithm (PDA) is an algorithm to identify and flag periods of primary polluted data in remote atmospheric time series in five steps. The first and most important step identifies polluted periods based on the gradient (time-derivat ...
EPFL Infoscience2021