Carlos Guestrin

Carnegie Mellon University, Intel (United Kingdom), Stanford University

Papers

15

Total Citations

1,078

H-Index

11

About

No biography available yet.

Research Focus

Computer science15 · 1,078 citations
Artificial intelligence12 · 917 citations
Robot6 · 685 citations
Wireless sensor network7 · 683 citations
Mathematical optimization6 · 683 citations
Mathematics6 · 612 citations
Distributed computing6 · 603 citations
Machine learning3 · 455 citations
Software deployment3 · 421 citations
Computer network6 · 382 citations
Property (philosophy)2 · 369 citations
Set (abstract data type)2 · 369 citations

Key Achievements

11
H-Index
15
Papers
1,078
Total Citations
72
Avg Citations/Paper
🏆 Most Cited Paper
Near-optimal observation selection using submodular functions
301 citations · 2007
📈 Most Prolific Year: 2007 (4 Papers)
🤝 Key Collaborators: 42
🏛 Institutions: Carnegie Mellon University, Intel (United Kingdom), Stanford University

Top Papers

  1. 1
    Near-optimal observation selection using submodular functions
    301 citations · 2007
  2. 2
    Submodularity and its applications in optimized information gathering
    145 citations · 2011
  3. 3
    Efficient planning of informative paths for multiple robots
    142 citations · 2007
  4. 4
    Robust probabilistic inference in distributed systems
    87 citations · 2004
  5. 5
    Planning under uncertainty in complex structured environments
    84 citations · 2003
  6. 6
    Nonmyopic informative path planning in spatio-temporal models
    80 citations · 2007
  7. 7
    Optimizing sensing: theory and applications
    68 citations · 2008
  8. 8
    Outdoor Visual Position Estimation for Planetary Rovers
    59 citations · 2000
  9. 9
    Robust sensor placements at informative and communication-efficient locations
    52 citations · 2011
  10. 10
    Distributed Inference in Dynamical Systems
    16 citations · 2007

Key Collaborators

AKAndreas Krause6 shared papersMAMark A. Paskin3 shared papersSFStanislav Funiak2 shared papersDLDouglas L. Brutlag2 shared papersJLJean‐Claude Latombe2 shared papersPBPreethi Bhat1 shared papersBABurak Aksak1 shared papersJMJoseph M. Hellerstein1 shared papersCJCasey J. Helfrich1 shared papersMSMetin Sitti1 shared papersEKEric Krotkov1 shared papersASAmit Singh1 shared papersDKDaphne Koller1 shared papersPPPadmanabhan Pillai1 shared papersJFJames F. Hoburg1 shared papersDHDavid Hsu1 shared papersWKWilliam Kaiser1 shared papersBKB. Kirby1 shared papersSCSeth Copen Goldstein1 shared papersAGAnupam Gupta1 shared papers
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