Topics Neural Networks and Applications (6 papers) Statistical Methods and Inference (6 papers) Machine Learning and Data Classification (5 papers) Overview Impact Standout Papers Peers Geography Research Space Co-Authors Works Hit Papers A random forest guided tour 2015 2026 2018 2022 2016 2015 500 1000 1.5k 2.0k 2.5k Peers Erwan Scornet
Comparison fields: 5 of 210 Artificial Intelligence 861 Environmental Engineering 413 Global and Planetary Change 305 Ecology 240 Electrical and Electronic Engineering 235 Computer Vision and Pattern Recognition 207 Mechanical Engineering 192 Water Science and Technology 190 Information Systems 180 Molecular Biology 177 Civil and Structural Engineering 174 Statistics and Probability 174 Biomedical Engineering 174 Building and Construction 143 Computer Networks and Communications 142 Atmospheric Science 135 Management Science and Operations Research 134 Economics and Econometrics 132 Signal Processing 121 Ocean Engineering 120 Health Information Management 118 Plant Science 116 Radiology, Nuclear Medicine and Imaging 107 Control and Systems Engineering 106 Computational Theory and Mathematics 102 Cognitive Neuroscience 100 Analytical Chemistry 100 Mechanics of Materials 94 Sociology and Political Science 86 Materials Chemistry 86 Management, Monitoring, Policy and Law 76 Automotive Engineering 72 Health, Toxicology and Mutagenesis 72 Industrial and Manufacturing Engineering 71 Transportation 70 Media Technology 66 Safety, Risk, Reliability and Quality 66 Epidemiology 65 Nature and Landscape Conservation 57 Oceanography 57 Statistics, Probability and Uncertainty 56 Pollution 52 Aerospace Engineering 49 Soil Science 48 Experimental and Cognitive Psychology 47 Computer Science Applications 47 Renewable Energy, Sustainability and the Environment 47 Finance 46 Cardiology and Cardiovascular Medicine 43 Social Psychology 41 Genetics 40 Pulmonary and Respiratory Medicine 38 Accounting 38 Ecological Modeling 35 Industrial and Manufacturing Engineering 35 Computational Mechanics 34 Public Health, Environmental and Occupational Health 34 Physiology 31 Environmental Chemistry 30 Management Information Systems 30 Surgery 29 Psychiatry and Mental health 27 Education 27 Spectroscopy 27 Geophysics 27 Marketing 25 Animal Science and Zoology 24 Biophysics 24 Endocrinology, Diabetes and Metabolism 24 Neurology 24 Infectious Diseases 24 Ecology, Evolution, Behavior and Systematics 23 Health Informatics 22 Strategy and Management 22 Statistical and Nonlinear Physics 22 Food Science 21 Geochemistry and Petrology 21 Cancer Research 20 Software 19 Oncology 19 Radiological and Ultrasound Technology 18 General Economics, Econometrics and Finance 17 Clinical Psychology 17 Human-Computer Interaction 17 Nutrition and Dietetics 16 Information Systems and Management 16 Modeling and Simulation 16 Developmental and Educational Psychology 15 General Health Professions 15 Neurology 15 Speech and Hearing 14 Organizational Behavior and Human Resource Management 14 Astronomy and Astrophysics 13 Polymers and Plastics 13 Health 13 Demography 13 General Agricultural and Biological Sciences 12 Physical Therapy, Sports Therapy and Rehabilitation 11 Archeology 11 Orthopedics and Sports Medicine 11 Pathology and Forensic Medicine 11 Agronomy and Crop Science 11 Safety Research 10 Small Animals 10 Complementary and alternative medicine 10 Organic Chemistry 10 Pediatrics, Perinatology and Child Health 10 Geology 9 Emergency Medicine 9 Hardware and Architecture 9 Pharmacology 9 Electronic, Optical and Magnetic Materials 9 Applied Psychology 8 Insect Science 8 Rehabilitation 8 Communication 8 Atomic and Molecular Physics, and Optics 8 Earth-Surface Processes 8 Obstetrics and Gynecology 8 Political Science and International Relations 8 Catalysis 8 Metals and Alloys 7 Emergency Medical Services 7 Immunology 7 Cellular and Molecular Neuroscience 7 Reproductive Medicine 6 Physical and Theoretical Chemistry 6 Microbiology 6 Nephrology 6 Forestry 6 Urban Studies 6 Ophthalmology 6 Biomaterials 5 Management of Technology and Innovation 5 Periodontics 5 Medical Laboratory Technology 5 Process Chemistry and Technology 5 Geometry and Topology 5 Hepatology 5 General Social Sciences 5 Hematology 5 Rheumatology 5 Cell Biology 5 Nuclear and High Energy Physics 5 Condensed Matter Physics 5 Fluid Flow and Transfer Processes 4 Energy Engineering and Power Technology 4 Otorhinolaryngology 4 Sensory Systems 4 Applied Mathematics 4 Occupational Therapy 4 Mathematical Physics 4 Fuel Technology 4 Inorganic Chemistry 4 Virology 3 Immunology and Allergy 3 Neuropsychology and Physiological Psychology 3 Radiation 3 Surfaces, Coatings and Films 3 Language and Linguistics 3 Clinical Biochemistry 3 Bioengineering 3 Genetics 3 Instrumentation 3 Oral Surgery 3 Geriatrics and Gerontology 3 Critical Care and Intensive Care Medicine 3 Parasitology 3 Biochemistry 3 Visual Arts and Performing Arts 3 Business and International Management 2 Philosophy 2 Ceramics and Composites 2 Pharmaceutical Science 2 Electrochemistry 2 Paleontology 2 Biotechnology 2 Dermatology 2 Endocrinology 2 Anesthesiology and Pain Medicine 2 Cultural Studies 2 Tourism, Leisure and Hospitality Management 2 Music 1 Law 1 Applied Microbiology and Biotechnology 1 Behavioral Neuroscience 1 Structural Biology 1 Toxicology 1 Horticulture 1 Physiology 1 Pharmacy 1 Aging 1 Computational Mathematics 1 Aquatic Science 1 Conservation 1 Gender Studies 1 Internal Medicine 1 Computer Graphics and Computer-Aided Design 1 Geography, Planning and Development 1 Family Practice 1 Biological Psychiatry 1 Space and Planetary Science 1 Biochemistry 1 General Materials Science 1 Literature and Literary Theory 1 Numerical Analysis 1 Developmental Biology 1 General Dentistry 1 General Decision Sciences 1 Molecular Medicine 1
Artificial Intelligence 861 Environmental Engineering 413 Global and Planetary Change 305 Ecology 240 Electrical and Electronic Engineering 235 Kjell Johnson United States
Witold R. Rudnicki Poland
Gavin C. Cawley United Kingdom
Matthijs J. Warrens Netherlands
César Hervás‐Martínez Spain
This map shows the geographic impact of Erwan Scornet's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Erwan Scornet with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Erwan Scornet more than expected).
This network shows the impact of papers produced by Erwan Scornet. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Erwan Scornet. The network helps show where Erwan Scornet may publish in the future.
Co-authorship network of co-authors of Erwan Scornet
⚙ Controls This figure shows the co-authorship network connecting the top 25 collaborators of Erwan Scornet.
A scholar is included among the top collaborators of Erwan Scornet based on the total number of citations
received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Erwan Scornet. Erwan Scornet is excluded from
the visualization to improve readability, since they are connected to all nodes in the network.
All Works # Work Indexed citations 1 0 2 3 3 2023 · Annales de l Institut Henri Poincaré Probabilités et Statistiques · Erwan Scornet 28 4 9 5 43 6 27 7 20 8 NeuMiss networks: differentiable programming for supervised learning with missing values
9 9 7 10 22 11 4 12 Universal consistency and minimax rates for online Mondrian Forests
4 13 109 14 32 15 2520 16 189 17 58 18 315
About Erwan Scornet Erwan Scornet is a scholar working on Statistics and Probability , Artificial Intelligence and Computer Vision and Pattern Recognition , having authored 18 papers that have together received 3.4k indexed citations. Recurring topics across this work include Neural Networks and Applications (6 papers), Statistical Methods and Inference (6 papers) and Machine Learning and Data Classification (5 papers). The work is most often cited by research in Environmental Engineering (413 citations), Artificial Intelligence (861 citations) and Health Information Management (118 citations). Erwan Scornet has collaborated with scholars based in France and United States . Frequent co-authors include Gérard Biau , Jean‐Philippe Vert , Sébastien da Veiga , Stéphane Gaïffas , Gaël Varoquaux , Julie Josse , Thomas Moreau , Jean‐Claude Carel , Corinne Alberti and Sophie Guilmin‐Crépon . Their work appears in journals such as SHILAP Revista de lepidopterología , IEEE Transactions on Information Theory and Biometrika .
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive
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research landscape, it—like all bibliographic datasets—has inherent limitations. These include
incomplete records, variations in author disambiguation, differences in journal indexing, and
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Rankless may not fully capture the entirety of a scholar's output or impact.
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