Michael I. Jordan

University of California, Berkeley, Massachusetts Institute of Technology, Institute of Cognitive and Brain Sciences

Papers

15

Total Citations

8,457

H-Index

11

About

No biography available yet.

Research Focus

Computer science15 · 8,457 citations
Mathematics12 · 8,433 citations
Artificial intelligence13 · 8,432 citations
Artificial neural network6 · 5,219 citations
Mathematical optimization4 · 5,055 citations
Nonlinear system4 · 4,922 citations
Reinforcement learning4 · 4,906 citations
Statistics4 · 4,546 citations
Machine learning8 · 3,387 citations
Deep neural networks1 · 3,141 citations
Optimization algorithm1 · 3,141 citations
Hyperparameter1 · 3,141 citations

Key Achievements

11
H-Index
15
Papers
8,457
Total Citations
564
Avg Citations/Paper
🏆 Most Cited Paper
Trust Region Policy Optimization
3,141 citations · 2015
📈 Most Prolific Year: 1993 (3 Papers)
🤝 Key Collaborators: 22
🏛 Institutions: University of California, Berkeley, Massachusetts Institute of Technology, Institute of Cognitive and Brain Sciences

Top Papers

  1. 1
    Trust Region Policy Optimization
    3,141 citations · 2015
  2. 2
    Hierarchical Mixtures of Experts and the EM Algorithm
    2,632 citations · 1994
  3. 3
    High-Dimensional Continuous Control Using Generalized Advantage Estimation
    1,750 citations · 2015
  4. 4
    Semiparametric Latent Factor Models
    202 citations · 2005
  5. 5
    Supervised learning and systems with excess degrees of freedom
    181 citations · 1988
  6. 6
    Learning piecewise control strategies in a modular neural network architecture
    176 citations · 1993
  7. 7
    Hierarchical mixtures of experts and the EM algorithm
    154 citations · 2005
  8. 8
    A competitive modular connectionist architecture
    140 citations · 1990
  9. 9
    Learning Fine Motion by Markov Mixtures of Experts
    29 citations · 1995
  10. 10
    Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions
    15 citations · 2024

Key Collaborators

RARobert A. Jacobs6 shared papersPMPhilipp Moritz2 shared papersJSJohn Schulman2 shared papersSLSergey Levine2 shared papersPAPieter Abbeel2 shared papersJLJordan Lekeufack1 shared papersABAndrea Bajcsy1 shared papersJZJiahao Zheng1 shared papersMMMarina Meilă1 shared papersZWZhaoran Wang1 shared papersYWYee Whye Teh1 shared papersMSMatthias Seeger1 shared papersJMJitendra Malik1 shared papersZLZechu Li1 shared papersANAnastasios N. Angelopoulos1 shared papersNSNiladri S. Chatterji1 shared papersJGJian Guo1 shared papersXLXiaoyang Liu1 shared papersAWAnwar Walid1 shared papersZYZhuoran Yang1 shared papers
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