Journal of Machine Learning Research 283.4k citations
1.8k papers · indexed · active since 1992
Impact in Topic Modeling Domain Adaptation and Few-Shot Learning Reinforcement Learning in Robotics Text and Document Classification Technologies Advanced Clustering Algorithms Research Face and Expression Recognition Papers in i Machine Learning and Algorithms 145 Bayesian Modeling and Causal Inference 131 Reinforcement Learning in Robotics 92 Stochastic Gradient Optimization Techniques 80 Gaussian Processes and Bayesian Inference 47 Statistical Methods and Inference 121 show more fields Overview Impact Peers Geography Research Space Peers Journal of Machine Learning Research
Comparison fields: 5 of 232 Artificial Intelligence 78.7k Computer Vision and Pattern Recognition 27.1k Computational Mathematics 582 Information Systems 13.3k Statistics and Probability 6.4k Signal Processing 5.2k Media Technology 3.5k Computational Theory and Mathematics 4.4k General Social Sciences 503 Management Science and Operations Research 4.0k Computer Science Applications 1.3k Control and Systems Engineering 6.1k Statistical and Nonlinear Physics 2.4k Cognitive Neuroscience 4.3k Experimental and Cognitive Psychology 2.4k Human-Computer Interaction 1.0k Health Information Management 1.0k Computer Networks and Communications 3.6k Computational Mechanics 2.6k Molecular Biology 7.7k Statistics, Probability and Uncertainty 938 Environmental Engineering 1.3k Hardware and Architecture 896 Industrial and Manufacturing Engineering 952 Transportation 581 Biophysics 600 Radiology, Nuclear Medicine and Imaging 2.1k Automotive Engineering 895 Software 359 Building and Construction 1.2k Health Informatics 161 Analytical Chemistry 730 Aerospace Engineering 1.8k Electrical and Electronic Engineering 3.9k Ocean Engineering 794 Safety, Risk, Reliability and Quality 563 Ecological Modeling 125 Numerical Analysis 226 Management Information Systems 589 Civil and Structural Engineering 1.4k Biomedical Engineering 1.9k Neurology 356 Safety Research 481 Psychiatry and Mental health 968 Marketing 353 Accounting 536 Social Psychology 754 Communication 283 Computer Graphics and Computer-Aided Design 147 Information Systems and Management 224 Management of Technology and Innovation 220 Acoustics and Ultrasonics 26 Cardiology and Cardiovascular Medicine 771 Developmental Biology 60 Structural Biology 61 Sociology and Political Science 1.2k Global and Planetary Change 532 Modeling and Simulation 115 Atmospheric Science 362 Finance 293 Ecology 575 Plant Science 1.1k Economics and Econometrics 601 Materials Chemistry 1.0k Toxicology 100 General Decision Sciences 60 Mechanics of Materials 495 Oceanography 268 Geophysics 359 Genetics 629 Astronomy and Astrophysics 577 Mechanical Engineering 794 Cancer Research 271 Management, Monitoring, Policy and Law 195 Radiation 171 Oncology 434 Physical Therapy, Sports Therapy and Rehabilitation 98 Physiology 422 Applied Mathematics 221 Organizational Behavior and Human Resource Management 159 Water Science and Technology 244 Pollution 163 Nuclear and High Energy Physics 286 Epidemiology 404 Pulmonary and Respiratory Medicine 384 Spectroscopy 156 Radiological and Ultrasound Technology 40 Microbiology 68 Sensory Systems 53 Developmental and Educational Psychology 142 Developmental Neuroscience 28 Political Science and International Relations 305 Environmental Chemistry 84 Neurology 154 Mathematical Physics 101 Immunology 188 Waste Management and Disposal 59 Geochemistry and Petrology 43 Atomic and Molecular Physics, and Optics 270 Literature and Literary Theory 138 Space and Planetary Science 5 Clinical Psychology 198 Genetics 86 Strategy and Management 132 Infectious Diseases 182 Architecture 28 Rehabilitation 52 General Economics, Econometrics and Finance 66 Speech and Hearing 34 Oral Surgery 59 Fuel Technology 6 Complementary and alternative medicine 68 Geology 35 Aging 11 Emergency Medical Services 48 Geography, Planning and Development 39 Archeology 76 Public Health, Environmental and Occupational Health 239 Nature and Landscape Conservation 64 Health, Toxicology and Mutagenesis 98 Instrumentation 14 Health 58 Cellular and Molecular Neuroscience 98 Language and Linguistics 98 Renewable Energy, Sustainability and the Environment 115 General Health Professions 111 Applied Psychology 23 Virology 32 Endocrinology, Diabetes and Metabolism 109 Hematology 91 Critical Care and Intensive Care Medicine 23 General Psychology 8 Anesthesiology and Pain Medicine 38 Earth-Surface Processes 40 Orthopedics and Sports Medicine 52 Clinical Biochemistry 23 Fluid Flow and Transfer Processes 39 Ophthalmology 60 Surgery 243 Occupational Therapy 28 Pharmacy 14 Molecular Medicine 32 Animal Science and Zoology 50 Geometry and Topology 48 Pathology and Forensic Medicine 87 Business and International Management 4 Internal Medicine 16 Pharmacology 61 Emergency Medicine 32 Transplantation 14 Tourism, Leisure and Hospitality Management 5 Reproductive Medicine 46 Discrete Mathematics and Combinatorics 17 Food Science 73 Gender Studies 37 Ecology, Evolution, Behavior and Systematics 67 Soil Science 50 Geriatrics and Gerontology 13 Endocrine and Autonomic Systems 22 Energy Engineering and Power Technology 8 Demography 33 Catalysis 19 Otorhinolaryngology 23 History and Philosophy of Science 24 Paleontology 31 Cell Biology 42 Agronomy and Crop Science 35 Rheumatology 48 Applied Microbiology and Biotechnology 7 Pediatrics, Perinatology and Child Health 36 Hepatology 31 Education 98 Obstetrics and Gynecology 31 Small Animals 24 Periodontics 22 Electronic, Optical and Magnetic Materials 52 Cultural Studies 21 Biological Psychiatry 3 Insect Science 28 Condensed Matter Physics 33 Gastroenterology 19 Bioengineering 5 Parasitology 22 Metals and Alloys 6 Conservation 9 Urban Studies 12 Process Chemistry and Technology 4 Aquatic Science 16 General Energy 3 Pharmacology 20 Family Practice 5 General Agricultural and Biological Sciences 14 Nephrology 24 Nutrition and Dietetics 28 Linguistics and Language 10 Physical and Theoretical Chemistry 13 Museology 7 Dermatology 16 Biotechnology 10 Archeology 2 Human Factors and Ergonomics 6 Medical Laboratory Technology 1 General Materials Science 2 Immunology and Allergy 8 Orthodontics 12 Issues, ethics and legal aspects 2 Physiology 5 Behavioral Neuroscience 3 Complementary and Manual Therapy 3 Pharmaceutical Science 9 Inorganic Chemistry 17 Endocrinology 5 Ceramics and Composites 7 Electrochemistry 3 Biomaterials 13 Urology 7 Anthropology 11 Polymers and Plastics 11 Law 10 Visual Arts and Performing Arts 7 Organic Chemistry 23 Biochemistry 3 Music 4 Neuropsychology and Physiological Psychology 1 Research and Theory 1 Philosophy 6 Development 1 Surfaces, Coatings and Films 2 Public Administration 2 History 3 Algebra and Number Theory 1 Biochemistry 1
Artificial Intelligence 78.7k Computer Vision and Pattern Recognition 27.1k Computational Mathematics 582 Information Systems 13.3k Statistics and Probability 6.4k Machine Learning United States
Neural Computation United States
ACM Computing Surveys United States
Journal of the Royal Statistical Society Series B (Statistical Methodology) United States
Journal of the ACM United States
IEEE Signal Processing Magazine United States
Data Mining and Knowledge Discovery United States
Artificial Intelligence Review China
SIAM Review United States
ACM Transactions on Intelligent Systems and Technology China
This map shows the geographic impact of research published in Journal of Machine Learning 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 papers published in Journal of Machine Learning Research with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Journal of Machine Learning Research more than expected).
This network shows the impact of papers published in Journal of Machine Learning Research. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers published in Journal of Machine Learning Research.
About Journal of Machine Learning Research The 1.8k papers published in Journal of Machine Learning Research in the last decades have received a total of 283.4k indexed citations . Papers published in Journal of Machine Learning Research usually cover Artificial Intelligence (763 papers), Statistics and Probability (164 papers), Computational Mathematics (6 papers), Management Science and Operations Research (62 papers) and Statistical and Nonlinear Physics (22 papers) specifically the topics of Machine Learning and Algorithms (145 papers), Bayesian Modeling and Causal Inference (131 papers), Statistical Methods and Inference (121 papers), Reinforcement Learning in Robotics (92 papers), Stochastic Gradient Optimization Techniques (80 papers), Advanced Bandit Algorithms Research (53 papers), Gaussian Processes and Bayesian Inference (47 papers) and Sparse and Compressive Sensing Techniques (36 papers). The most active scholars publishing in Journal of Machine Learning Research are Geoffrey E. Hinton , Laurens van der Maaten , Janez Demšar , David M. Blei , Michael I. Jordan , Andrew Ng , Yoshua Bengio , Nitish Srivastava , Ruslan Salakhutdinov and Alex Krizhevsky .
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