Julian Asilis
Scholar

Julian Asilis

Google Scholar ID: Cu3RV2UAAAAJ
Ph.D. Student, University of Southern California
Machine LearningLearning TheoryTheoretical CS
Citations & Impact
All-time
Citations
62
 
H-index
4
 
i10-index
3
 
Publications
13
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Multiple papers accepted or under submission to top-tier conferences including NeurIPS, COLT, ALT, and LICS
  • NeurIPS 2025 Spotlight paper: 'On Agnostic PAC Learning in the Small Error Regime'
  • NeurIPS 2024 paper: 'Transductive Learning Is Compact'
  • COLT 2024 paper: 'Regularization and Optimal Multiclass Learning' and an open problem paper
  • Two ALT 2025 papers: 'Understanding Aggregations of Proper Learners in Multiclass Classification' and 'Proper Learnability and the Role of Unlabeled Data'
  • LICS 2022 paper: 'Computable PAC Learning of Continuous Features'
  • Multiple 2025 submissions on generative models, multimodal LLMs, and compact reasoning models
  • Undergraduate thesis 'Probability Monads' supervised by Michael Hopkins