Florian FELICE

Florian is a doctoral researcher at the University of Luxembourg. His work consists of trying look at the interface between statistics and machine learning with particular interest in explanable Artificial Intelligence (xAI) The application of his work is mostly around sports analytics and predictions.

Research interests

#deep-learning #econometrics #explainability #machine-learning #sports-analytics #statistically-enhanced-learning #statistics

Recent publications

Ranking Handball Teams from Statistical Strength Estimation
Felice, Florian in Computational Statistics (2024)

Prediction of Handball Matches with Statistically Enhanced Learning via Estimated Team Strengths
Felice, Florian; Ley, Christophe in arXiv preprint arXiv:2307.11777 (2024)

Statistically Enhanced Learning: a feature engineering framework to boost (any) learning algorithms
Felice, Florian; Ley, Christophe; Groll, Andreas; Bordas, Stéphane in arXiv preprint arXiv:2306.17006 (2023)

Scalable Econometrics on Big Data -- The Logistic Regression on Spark
Ouattara, Aurélien; Bulté, Matthieu; Lin, Wan-Ju; Scholl, Philipp; Veit, Benedikt; Zakias, Christos; Felice, Florian; Virlogeux, Julien; Dikos, George in arXiv preprint arXiv:2106.10341 (2021)

Nationality

French

Spoken languages

French
English

Favorite quotes

"Dans la vie, rien n'est à craindre, tout est à comprendre (Marie Curie)"

"A day without a laughter is a day wasted (Charlie Chaplin)"

"The whole point of science is to open up black boxes, understand their insides and build better boxes for the purposes of mankind (Bradley Efron) "

"In the long run, we're all dead (John M. Keynes) "

Contact

Office: MNO, E05, 0525-090
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