Alec Farid

Princeton University

Papers

5

Total Citations

25

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence5 · 25 citations
Computer science5 · 25 citations
Robot4 · 21 citations
Mathematics4 · 15 citations
Machine learning3 · 12 citations
Leverage (statistics)3 · 12 citations
Intuition3 · 11 citations
Task (project management)3 · 11 citations
Computer vision1 · 10 citations
Mobile robot1 · 10 citations
Robot control1 · 10 citations
Control (management)1 · 10 citations

Key Achievements

3
H-Index
5
Papers
25
Total Citations
5
Avg Citations/Paper
🏆 Most Cited Paper
Failure Prediction with Statistical Guarantees for Vision-Based Robot Control
10 citations · 2022
📈 Most Prolific Year: 2022 (2 Papers)
🤝 Key Collaborators: 8
🏛 Institutions: Princeton University

Top Papers

  1. 1
    Failure Prediction with Statistical Guarantees for Vision-Based Robot Control
    10 citations · 2022
  2. 2
    Task-Driven Out-of-Distribution Detection with Statistical Guarantees for Robot Learning.
    6 citations · 2021
  3. 3
    PAC-Bayes control: learning policies that provably generalize to novel environments
    4 citations · 2020
  4. 4
    Towards a Framework for Comparing the Complexity of Robotic Tasks
    3 citations · 2022
  5. 5
    Task-Driven Detection of Distribution Shifts With Statistical Guarantees for Robot Learning
    2 citations · 2024

Key Collaborators

AMAnirudha Majumdar4 shared papersSVSushant Veer2 shared papersASAnoopkumar Sonar1 shared papersAZAllen Z. Ren1 shared papersAMAnirudha Majumdar1 shared papersDSDavid Snyder1 shared papersMHMichelle Ho1 shared papersDPDivyanshu Pachisia1 shared papers
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