Laurent Gardès
Laurent Gardès publishes mostly in Statistics and Probability, Finance and Artificial Intelligence, on topics such as Financial Risk and Volatility Modeling, Statistical Methods and Inference and Statistical Distribution Estimation and Applications.
- World rank
- #1,281,737 of 1,633,909 ranked researchers
- Rank in France
- #78,233 of 96,116
- Works
- 36
- Citations
- 44
- Citations per work
- 1.2
What does Laurent Gardès research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability33% of their works
- 2Finance24% of their works
- 3Artificial Intelligence13% of their works
- 4Management Science and Operations Research6% of their works
- 5Statistics, Probability and Uncertainty4% of their works
- 6Software4% of their works
Research topics
- Financial Risk and Volatility Modeling
- Statistical Methods and Inference
- Statistical Distribution Estimation and Applications
- Bayesian Methods and Mixture Models
- Adversarial Robustness in Machine Learning
- Risk and Portfolio Optimization
- Probabilistic and Robust Engineering Design
- Explainable Artificial Intelligence (XAI)
Which keywords describe Laurent Gardès's research?
The keywords of their largest research topics: Risk Management, GARCH Models, Volatility, Bayesian Inference, Regularization, Variable Selection, Generalized Exponential and Skew Distributions.
- Machine Learning Interpretability
- Uncertainty Quantification
- Robust Optimization
- Deep Learning
- Mixture Models
- Skew Distributions
- Variable Selection
- Bayesian Inference
- GARCH Models
- Risk Management
- Volatility
- Regularization
- Generalized Exponential
- Clustering
- Adversarial Examples
- Finance
- Sensitivity Analysis
- Interpretable Models
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.
All 18 words, with their numbers
- Risk Management132 topics
- GARCH Models111 topic
- Volatility111 topic
- Bayesian Inference92 topics
- Regularization81 topic
- Variable Selection81 topic
- Generalized Exponential61 topic
- Skew Distributions61 topic
- Clustering31 topic
- Mixture Models31 topic
- Adversarial Examples21 topic
- Deep Learning21 topic
- Finance21 topic
- Robust Optimization21 topic
- Sensitivity Analysis21 topic
- Uncertainty Quantification21 topic
- Interpretable Models11 topic
- Machine Learning Interpretability11 topic
Where does Laurent Gardès work?
Laurent Gardès's main affiliation in the publication record is Institut de Recherche Mathématique Avancée, France.
How many publications and citations does Laurent Gardès have?
Science Explorer counts 36 works and 44 citations for Laurent Gardès, ranking #1,281,737 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.