Sandra Fortini
- Quasi-Bayes properties of a recursive procedure for mixtures
2019/02/27 by Sandra Fortini, Fortini, Sandra, Sonia Petrone +1 · 5 citations
Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Methodology (stat.ME) #Statistics Theory (math.ST)
- Exchangeability, prediction and predictive modeling in Bayesian statistics
2024/02/15 by Sandra Fortini, Sonia Petrone, Fortini, Sandra +1 · 6 citations
Computer Science · #Bayesian Methods and Mixture Models #FOS: Mathematics #Statistics Theory (math.ST)
- Stable behaviour of infinitely wide deep neural networks
2020/03/01 by Stefano Favaro, Sandra Fortini, Favaro, Stefano +3 · 1 citation
Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods
- Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions
2023/04/08 by Alberto Bordino, Stefano Favaro, Bordino, Alberto +3 · 1 citation
Computer Science · #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Uncertainty Decomposition for Bayes-Filtered Transformers via Bayesian Predictive Inference
2026/02/04 by Sandra Fortini, Kenyon Ng, Sonia Petrone +2 · 2 citations
#stat.ML #cs.LG #stat.ME