Robert A. Jacobs

University of Rochester, Massachusetts Institute of Technology

Papers

6

Total Citations

3,122

H-Index

6

About

No biography available yet.

Research Focus

Computer science6 · 3,122 citations
Mathematics5 · 3,112 citations
Artificial intelligence5 · 3,112 citations
Architecture4 · 3,102 citations
Machine learning4 · 2,972 citations
Algorithm4 · 2,806 citations
Domain (mathematical analysis)3 · 2,796 citations
Maximum likelihood3 · 2,796 citations
Expectation–maximization algorithm3 · 2,796 citations
Statistics3 · 2,796 citations
Mixture model2 · 2,786 citations
Tree (set theory)2 · 2,786 citations

Key Achievements

6
H-Index
6
Papers
3,122
Total Citations
520
Avg Citations/Paper
🏆 Most Cited Paper
Hierarchical Mixtures of Experts and the EM Algorithm
2,632 citations · 1994
📈 Most Prolific Year: 1993 (2 Papers)
🤝 Key Collaborators: 1
🏛 Institutions: University of Rochester, Massachusetts Institute of Technology

Top Papers

  1. 1
    Hierarchical Mixtures of Experts and the EM Algorithm
    2,632 citations · 1994
  2. 2
    Learning piecewise control strategies in a modular neural network architecture
    176 citations · 1993
  3. 3
    Hierarchical mixtures of experts and the EM algorithm
    154 citations · 2005
  4. 4
    A competitive modular connectionist architecture
    140 citations · 1990
  5. 5
    Hierarchical Mixtures of Experts and the EM Algorithm
    10 citations · 2001
  6. 6
    Supervised learning and divide-and-conquer: A statistical approach
    10 citations · 1993

Key Collaborators

MIMichael I. Jordan6 shared papers
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