Science Explorer Interactive view Map

Ravi Kumar

Ravi Kumar publishes mostly in Artificial Intelligence, Computer Networks and Communications and Computational Theory and Mathematics, on topics such as Cryptography and Data Security, Complexity and Algorithms in Graphs and Machine Learning and Algorithms.

World rank
#24,304
of 1,633,909 ranked researchers
Rank in United States
#11,401
of 358,040
Works
64
Citations
863
Citations per work
13.5

What does Ravi Kumar research?

Artificial Intelligence: 43.7%Computer Networks and Communications: 11.5%Computational Theory and Mathematics: 10.3%Signal Processing: 5.7%other fields: 28.8%44%top field
Artificial Intelligence43.7%Computer Networks and Communications11.5%Computational Theory and Mathematics10.3%Signal Processing5.7%other fields28.8%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence44% of their works
  2. 2Computer Networks and Communications12% of their works
  3. 3Computational Theory and Mathematics10% of their works
  4. 4Signal Processing6% of their works
  5. 5Management Science and Operations Research6% of their works
  6. 6Information Systems3% of their works

Research topics

Which keywords describe Ravi Kumar's research?

The keywords of their largest research topics: Machine Learning, Homomorphic Encryption, Identity-Based Encryption, Approximation Algorithms, Combinatorial Optimization, Active Learning, Semi-Supervised Learning and Differential Privacy.

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 17 words, with their numbers
  1. Machine Learning112 topics
  2. Homomorphic Encryption81 topic
  3. Identity-Based Encryption81 topic
  4. Approximation Algorithms71 topic
  5. Combinatorial Optimization71 topic
  6. Active Learning61 topic
  7. Semi-Supervised Learning61 topic
  8. Differential Privacy51 topic
  9. Federated Learning51 topic
  10. GPS Trajectories51 topic
  11. Mobile Robots51 topic
  12. Online Algorithms51 topic
  13. Trajectory Data Mining51 topic
  14. Bandit Optimization31 topic
  15. Bayesian Optimization31 topic
  16. Neural Machine Translation21 topic
  17. Statistical Machine Translation21 topic

Where does Ravi Kumar work?

Ravi Kumar's main affiliation in the publication record is Google (United States), United States.

How many publications and citations does Ravi Kumar have?

Science Explorer counts 64 works and 863 citations for Ravi Kumar, ranking #24,304 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.

Other researchers named Ravi Kumar

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