Amin Karbasi

ETH Zurich, Yale University

Papers

4

Total Citations

96

H-Index

3

About

No biography available yet.

Research Focus

Computer science4 · 96 citations
Mathematical optimization3 · 93 citations
Mathematics3 · 93 citations
Machine learning2 · 86 citations
Artificial intelligence2 · 86 citations
Submodular set function2 · 50 citations
Bayesian probability1 · 43 citations
Greedy algorithm1 · 43 citations
Greedy randomized adaptive search procedure1 · 43 citations
Influence diagram1 · 43 citations
Active learning (machine learning)1 · 43 citations
Property (philosophy)1 · 43 citations

Key Achievements

3
H-Index
4
Papers
96
Total Citations
24
Avg Citations/Paper
🏆 Most Cited Paper
Near Optimal Bayesian Active Learning for Decision Making
43 citations · 2014
📈 Most Prolific Year: 2014 (1 Papers)
🤝 Key Collaborators: 13
🏛 Institutions: ETH Zurich, Yale University

Top Papers

  1. 1
    Near Optimal Bayesian Active Learning for Decision Making
    43 citations · 2014
  2. 2
    Submodular Surrogates for Value of Information
    43 citations · 2015
  3. 3
    Adaptivity in Adaptive Submodularity
    7 citations · 2019
  4. 4
    Safe Learning under Uncertain Objectives and Constraints
    3 citations · 2020

Key Collaborators

SSSiddhartha S Srinivasa2 shared papersSJShervin Javdani2 shared papersAKAndreas Krause2 shared papersMFMohammad Fereydounian1 shared papersHEHossein Esfandiari1 shared papersVMVahab Mirrokni1 shared papersZSZebang Shen1 shared papersAMAryan Mokhtari1 shared papersJAJ. Andrew Bagnell1 shared papersHHHamed Hassani1 shared papersYCYuxin Chen1 shared papersDBDrew Bagnell1 shared papersYCYuxin Chen1 shared papers
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