Cicalese, Ferdinando
- Minimum--Entropy Couplings and their Applications
2019/01/19 by Cicalese, Ferdinando, Gargano, Luisa, Vaccaro, Ugo · 3 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT)
- Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees
2023/08/18 by Luca Marzari, Marzari, Luca, Davide Corsi +7 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On the Complexity of Searching in Trees: Average-case Minimization
2009/04/22 by Ferdinando Cicalese, Tobias Jacobs, Cicalese, Ferdinando +6 · 1 citation
Computer Science · #Algorithms and Data Compression #Data Management and Algorithms #Optimization and Search Problems #cs.DM #cs.DS
- How to Find a Joint Probability Distribution of Minimum Entropy (almost) given the Marginals
2017/01/18 by Cicalese, Ferdinando, Gargano, Luisa, Vaccaro, Ugo · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT)
- Bounds on the Entropy of a Function of a Random Variable and their\n Applications
2017/12/21 by Ferdinando Cicalese, Cicalese, Ferdinando, Luisa Gargano +3 · 1 citation
Decision Sciences · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Multi-Criteria Decision Making #Risk and Portfolio Optimization #Wireless Communication Security Techniques
- Trading off Worst and Expected Cost in Decision Tree Problems and a\n Value Dependent Model
2014/06/13 by Aline Saettler, Saettler, Aline, Eduardo Sany Laber +3 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning and Algorithms