Davide Anguita
Scholar

Davide Anguita

Google Scholar ID: 8v2Jpf0AAAAJ
DIBRIS - University of Genova, Italy
Data AnalyticsMachine LearningComputational IntelligenceArtificial Intelligence
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
8,191
 
H-index
35
 
i10-index
79
 
Publications
20
 
Co-authors
45
list available
Contact
Emaildavide.anguita@unige.itCVOpen ↗
Publications
2 items
Training-Free Constrained Generation With Stable Diffusion Models
2025
Cited
0
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
Cited
2
Resume (English only)
Academic Achievements
  • Published 'Informed Machine Learning: Excess risk and generalization' (2025)
  • Published 'Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates' (2025)
  • Published 'Provably Efficient and Robust Conformal Prediction under a Realistic Threat Model' (2025)
  • Published 'A review on full-, zero-, and partial-knowledge based predictive models for industrial applications' (2025)
  • Published 'Traffic Simulator AI-Based Surrogate for an Urban Road Network' (2024)
  • Multiple publications listed in the IRIS institutional repository
Co-authors
45 total
Luca Oneto
Luca Oneto
DIBRIS - University of Genoa
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