Elia Lapenta
Elia Lapenta publishes mostly in Statistics and Probability, Artificial Intelligence and Management Science and Operations Research, on topics such as Statistical Methods and Inference, Statistical Methods and Bayesian Inference and Advanced Causal Inference Techniques.
- World rank
- #5,444,896 of 7,710,434 ranked researchers
- Rank in France
- #230,619 of 324,115
- Works
- 16
- Citations
- 9
- Citations per work
- 0.6
What does Elia Lapenta research?
Elia Lapenta's work is mostly in Mathematics (52%), Computer Science (19%), Decision Sciences (7%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences1171.4%
- Mathematics852.4%
- Computer Science319.0%
- Social Sciences214.3%
- Everything else29.5%
- Life Sciences14.8%
- 1Statistics and Probability52% of their works
- 2Artificial Intelligence19% of their works
- 3Management Science and Operations Research7% of their works
- 4Economics and Econometrics5% of their works
- 5Soil Science5% of their works
- 6Safety Research2% of their works
Research topics
Which keywords describe Elia Lapenta's research?
The keywords of their largest research topics: Regularization, Variable Selection, Bayesian Inference, Variational Inference, Deep Learning, Bayesian Modeling, Causal Inference and Multiple Imputation.
- Self-Organizing Maps
- Neural Networks
- Multicollinearity
- Machine Learning
- Clustering
- Multiple Imputation
- Bayesian Modeling
- Variational Inference
- Variable Selection
- Regularization
- Bayesian Inference
- Deep Learning
- Causal Inference
- Propensity Score
- Gaussian Processes
- Mixture Models
- Regression Analysis
- Risk Management
- Vulnerability
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 19 words, with their numbers
- Regularization101 topic
- Variable Selection101 topic
- Bayesian Inference62 topics
- Variational Inference62 topics
- Deep Learning52 topics
- Bayesian Modeling41 topic
- Causal Inference41 topic
- Multiple Imputation41 topic
- Propensity Score41 topic
- Clustering31 topic
- Gaussian Processes31 topic
- Machine Learning31 topic
- Mixture Models31 topic
- Multicollinearity31 topic
- Regression Analysis31 topic
- Neural Networks21 topic
- Risk Management21 topic
- Self-Organizing Maps21 topic
- Vulnerability21 topic
Where does Elia Lapenta work?
Elia Lapenta's main affiliation in the publication record is ENSAE Paris, France.
How many publications and citations does Elia Lapenta have?
OpenAlex counts 16 works and 9 citations for Elia Lapenta, an h-index of 1, ranking #5,444,896 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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