Method: Monte Carlo methods
Omiros Papaspiliopoulos, Nicolas Chopin
New book in Springer Series in Stadistics. An Introduction to all aspects of particle filtering: the algorithms, their uses in different areas, their computer implementation in Python and the supporting theory
Method: Random effects models
Maximillian Muller, Omiros Papaspiliopoulos
Recent MSc thesis about performance improvements of Cholesky decomposition focusing on sparse cases.
Method: Word embeddings, Spectral clustering
Joan Verdú, Nandan Rao, Omiros Papaspiliopoulos
Analysis of tweets to understand main topics and triggering events, together with tweet toxicity
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