Category: Works

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: text analytics
Stephen Hansen, Laura Battaglia, Yabra Muvdi
New ERC project in the frontier of text analytics
Method: Random effects models
Maximillian Muller, Omiros Papaspiliopoulos
Recent MSc thesis about performance improvements of Cholesky decomposition focusing on sparse cases.
Michalis K. Titsias, Omiros Papaspiliopoulos
Algorithmic framework for exact Bayesian variable selection and model averaging in linear models
Joan Verdú
Data Science Center gets involved with international consulting firm
Nandan Rao
How can we show statistically the effect of social inequality?
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
Method: deep learning
Carlos Segura, Joan Verdú
Deep Learning applied to seed classification

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