Finale Doshi‐Velez

Massachusetts Institute of Technology, Harvard University

Papers

7

Total Citations

117

H-Index

6

About

No biography available yet.

Research Focus

Computer science7 · 117 citations
Artificial intelligence7 · 117 citations
Machine learning6 · 111 citations
Bayesian probability4 · 97 citations
Variety (cybernetics)3 · 87 citations
Reinforcement learning3 · 87 citations
Representation (politics)2 · 53 citations
Nonparametric statistics2 · 53 citations
Econometrics2 · 53 citations
Domain (mathematical analysis)2 · 53 citations
Mathematics4 · 50 citations
Markov decision process2 · 38 citations

Key Achievements

6
H-Index
7
Papers
117
Total Citations
17
Avg Citations/Paper
🏆 Most Cited Paper
Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning
47 citations · 2013
📈 Most Prolific Year: 2016 (2 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: Massachusetts Institute of Technology, Harvard University

Top Papers

  1. 1
    Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning
    47 citations · 2013
  2. 2
    Reinforcement learning with limited reinforcement: Using Bayes risk for active learning in POMDPs
    34 citations · 2012
  3. 3
    Machine learning approaches to environmental disturbance rejection in multi-axis optoelectronic force sensors
    10 citations · 2016
  4. 4
    Output-Constrained Bayesian Neural Networks
    10 citations · 2019
  5. 5
    Preference-based assistance optimization for lifting and lowering with a soft back exosuit
    6 citations · 2025
  6. 6
    Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning
    6 citations · 2015
  7. 7
    Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes
    4 citations · 2016

Key Collaborators

NRNicholas Roy2 shared papersFWFrank Wood2 shared papersCJConor J. Walsh2 shared papersDPDavid Pfau2 shared papersYYYaniv Yacoby1 shared papersMFMelanie F. Pradier1 shared papersPAPhilipp Arens1 shared papersNRNicholas Roy1 shared papersDAD. Adam Quirk1 shared papersWPWeiwei Pan1 shared papersGKGeorge Konidaris1 shared papersJYJiayu Yao1 shared papersMAMoritz A. Graule1 shared papersWYWanqian Yang1 shared papersSSSrivatsan Srinivasan1 shared papersJBJoshua B. Gafford1 shared papersRJRobert J. Wood1 shared papersJPJoëlle Pineau1 shared papersASAnirudh Suresh1 shared papersLLLars Lorch1 shared papers
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