Cosentino, Romain

1. Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation
   2023/12/04 by Randall Balestriero, Balestriero, Randall, Romain Cosentino +3 · 3 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. The Geometry of Deep Networks: Power Diagram Subdivision
   2019/05/21 by Randall Balestriero, Balestriero, Randall, Romain Cosentino +5 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
3. The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning
   2022/09/18 by Romain Cosentino, Cosentino, Romain, Sarath Shekkizhar +7 · 1 citation
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Medical Imaging and Analysis
4. Echoing: Identity Failures when LLM Agents Talk to Each Other
   2025/11/12 by Sarath Shekkizhar, Romain Cosentino, Shekkizhar, Sarath +6 · 3 voices
   Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Language and cultural evolution #Topic Modeling #cs.AI