102 citations · 215 across the 26 of their papers we have counts for
3 papers · 1 filter
Long-term drought prediction using deep neural networks based on geospatial weather data
Alexander Marusov, Vsevolod Grabar, Yury Maximov +3
The problem of high-quality drought forecasting up to a year in advance is critical for agriculture planning and insurance. Yet, it is still unsolved with reasonable accuracy due t…
Self-Training: A Survey
Massih-Reza Amini, Vasilii Feofanov, Loic Pauletto +3
Semi-supervised algorithms aim to learn prediction functions from a small set of labeled observations and a large set of unlabeled observations. Because this framework is relevant…
Gauges, Loops, and Polynomials for Partition Functions of Graphical Models
Michael Chertkov, Vladimir Chernyak, Yury Maximov
Graphical models represent multivariate and generally not normalized probability distributions. Computing the normalization factor, called the partition function, is the main infer…