John D. Kelleher
Scholar

John D. Kelleher

Google Scholar ID: 4FUPHHYAAAAJ
Professor of Computer Science, Trinity College Dublin, Ireland
Machine LearningNatural Language ProcessingPrecision MedicineArtificial IntelligenceData
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Citations & Impact
All-time
Citations
5,552
 
H-index
24
 
i10-index
70
 
Publications
20
 
Co-authors
134
list available
Contact
No contact links provided.
Publications
5 items
Step-Tagging: Toward controlling the generation of Language Reasoning Models through step monitoring
2025
Cited
0
Iterative Layer Pruning for Efficient Translation Inference
2025
Cited
0
Dynamic Features Adaptation in Networking: Toward Flexible training and Explainable inference
2025
Cited
0
Pre-Hoc Predictions in AutoML: Leveraging LLMs to Enhance Model Selection and Benchmarking for Tabular datasets
2025
Cited
0
Active Learning and Transfer Learning for Anomaly Detection in Time-Series Data
2025
Cited
0
Resume (English only)
Research Experience
  • Post-doctoral researcher at Media Lab Europe
  • Post-doctoral researcher at the German Research Centre for Artificial Intelligence (DFKI)
  • Joined the faculty of the School of Computer Science at Dublin Institute of Technology (DIT) in 2005
  • Later transitioned to Technological University Dublin (TU Dublin)
  • Appointed Professor of Computer Science at Trinity College Dublin in 2016
  • Recognized for research and teaching contributions with formal appointment in 2017
Co-authors
134 total
Co-author 1
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Co-author 5
Vince Istvan Madai
Vince Istvan Madai
M.D., Ph.D., M.A., @QUEST, Charité Berlin
Dietmar Frey
Dietmar Frey
Director Charité Lab for AI in Medicine
Co-author 8
Co-author 8