Joseph Campbell
Scholar

Joseph Campbell

Google Scholar ID: 1NmM6OUAAAAJ
Purdue University
Machine LearningRoboticsExplainable AI
Citations & Impact
All-time
Citations
924
 
H-index
15
 
i10-index
21
 
Publications
20
 
Co-authors
17
list available
Resume (English only)
Academic Achievements
  • Aug 2024: Preprint on model-agnostic explanations via LLMs
  • Dec 2023: Research on generating faithful and plausible natural language explanations with LLMs
  • Oct 2023: Two papers accepted to EMNLP 2023 on performance characteristics of LLM-based agents
  • Oct 2023: Paper accepted to NeurIPS 2023 on estimating model performance in out-of-distribution regimes
  • Sep 2023: Paper accepted to IROS 2023 on differentiable probabilistic filtering and model-agnostic natural language explanations
  • Aug 2023: Organized and released recordings for RSS 2023 Workshop: Articulate Robots
  • Jun 2023: Two papers accepted to CoLLAs 2023 on identifying useful information for transfer learning
  • Apr 2023: Two papers accepted to ICRA 2023 on self-correcting agents and adaptive hugging robots