Federico Cerutti
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Reasoning
(1)
Keywords
uncertainty quantification
(2)
epistemic uncertainty
(2)
probabilistic reasoning
(1)
decision making under uncertainty
(1)
probabilistic programming
(1)
expected utility
(1)
generative model
(1)
variational autoencoder
(1)
out-of-distribution detection
(1)
generative adversarial network
(1)
adversarial example
(1)
sat solver
(1)
aleatoric uncertainty
(1)
emergent communication
(1)
referential game
(1)
compositional language
(1)
spatial relationship
(1)
beta distribution
(1)
multi-agent system
(1)
abstract argumentation
(1)
Papers
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
NeurIPS 2024
Evidential Reasoning and Learning: a Survey
IJCAI 2022
Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions
IJCAI 2021
Uncertainty-Aware Deep Classifiers Using Generative Models
AAAI 2020
Probabilistic Logic Programming with Beta-Distributed Random Variables
AAAI 2019