Cerutti, Federico
- Uncertainty-Aware Deep Classifiers using Generative Models
2020/06/07 by Murat Şensoy, Lance Kaplan, Sensoy, Murat +5 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
- Uncertainty Aware AI ML: Why and How
2018/09/20 by Lance Kaplan, Federico Cerutti, Kaplan, Lance +7 · 3 citations
Computer Science · #AI-based Problem Solving and Planning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences
- The current state of automated negotiation theory: a literature review
2020/03/30 by Sam Vente, Vente, Sam, Angelika Kimmig +5 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Conflict Management and Negotiation #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Increasing negotiation performance at the edge of the network
2020/03/30 by Sam Vente, Vente, Sam, Angelika Kimmig +5 · 2 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Optimization and Search Problems #Smart Grid Security and Resilience
- Fudge: A light-weight solver for abstract argumentation based on SAT\n reductions
2021/09/07 by Matthias Thimm, Federico Cerutti, Thimm, Matthias +3 · 1 citation
Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Model-Driven Software Engineering Techniques #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
2024/06/11 by Olaf Lipinski, Lipinski, Olaf, A.J. Sobey +5 · 2 citations
Computer Science · Health Professions · #Speech and dialogue systems #Interpreting and Communication in Healthcare
- Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits
2021/02/22 by Cerutti, Federico, Kaplan, Lance M., Kimmig, Angelika +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models
2025/10/01 by Cotti, Luca, Drago, Idilio, Rula, Anisa +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7
- Risk-aware Classification via Uncertainty Quantification
2024/12/04 by Murat Şensoy, Sensoy, Murat, Lance Kaplan +7 · 1 citation
Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications