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Researcher · AT&T (United States) · United States

Léon Bottou

Léon Bottou publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Neural Networks and Applications, Machine Learning and Algorithms and Machine Learning and Data Classification.

ORCID 0000-0002-9894-8128 OpenAlex
World rank
#25,388
of 7,710,434 ranked researchers
Rank in United States
#9,487
of 1,627,098
Works
189
Citations
128k
Citations per work
675.0
h-index
68
i10-index 120Top 0.3% in Artificial Intelligence
Léon Bottou

What does Léon Bottou research?

Léon Bottou's work is mostly in Computer Science (75%), Decision Sciences (4%), Engineering (2%).

Physical Sciences: 149 works · 78.6% of their workComputer Science: 141 works · 74.8% of their workArtificial Intelligence: 93 works · 49.3% of their workComputer Vision and Pattern Recognition: 37 works · 19.8% of their workSignal Processing: 11 works · 5.7% of their workEngineering: 4 works · 2.0% of their workComputational Mechanics: 4 works · 2.0% of their workPhysics and Astronomy: 3 works · 1.8% of their workStatistical and Nonlinear Physics: 3 works · 1.8% of their workEverything else: 34 works · 17.8% of their workSocial Sciences: 7 works · 3.6% of their workDecision Sciences: 7 works · 3.6% of their workManagement Science and Operations Research: 7 works · 3.6% of their workTHEIR WORKLéon Bottou189works
Physical Sciences79%Social Sciences4%

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
    1. Computer Science14174.8%
    2. Engineering42.0%
    3. Physics and Astronomy31.8%
  2. Everything else3417.8%
    1. Decision Sciences73.6%
  1. 1Artificial Intelligence49% of their works
  2. 2Computer Vision and Pattern Recognition20% of their works
  3. 3Signal Processing6% of their works
  4. 4Management Science and Operations Research4% of their works
  5. 5Computational Mechanics2% of their works
  6. 6Statistical and Nonlinear Physics2% of their works

Research topics

Which keywords describe Léon Bottou's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Semi-Supervised Learning, Image Classification, Backpropagation Learning, Self-Organizing Maps, Active Learning and Machine Learning.

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 21 words, with their numbers
  1. Deep Learning1284 topics
  2. Neural Networks732 topics
  3. Semi-Supervised Learning602 topics
  4. Image Classification552 topics
  5. Backpropagation Learning511 topic
  6. Self-Organizing Maps511 topic
  7. Active Learning431 topic
  8. Machine Learning431 topic
  9. Meta-Learning392 topics
  10. Hyperparameter Optimization221 topic
  11. Noisy Labels221 topic
  12. Random Projections221 topic
  13. Stochastic Gradient Descent221 topic
  14. Domain Adaptation171 topic
  15. Transfer Learning171 topic
  16. Dimensionality Reduction131 topic
  17. Face Recognition131 topic
  18. Compression121 topic
  19. Convolutional Neural Networks121 topic
  20. Image Recognition121 topic
  21. Suffix Arrays121 topic

Where does Léon Bottou work?

Léon Bottou's main affiliation in the publication record is AT&T (United States), United States.

How many publications and citations does Léon Bottou have?

OpenAlex counts 189 works and 127,581 citations for Léon Bottou, an h-index of 68, ranking #25,388 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.

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