Andréa Agazzi
- Emergence of meta-stable clustering in mean-field transformer models
2024/10/30 by Giuseppe Bruno, Bruno, Giuseppe, Federico Pasqualotto +3 · 13 citations
Computer Science · Engineering · #34D05 #34D06 #35Q83 #Analysis of PDEs (math.AP) #Computational Physics and Python Applications #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications
- Large deviations for Markov jump processes with uniformly diminishing rates
2021/02/25 by Andréa Agazzi, Agazzi, Andrea, Luisa Andreis +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · #60F10 #60J75 #80A30 #FOS: Biological sciences #FOS: Mathematics #Gene Regulatory Network Analysis #Molecular Networks (q-bio.MN) #Probability (math.PR)
- Global Optimality of Elman-type RNN in the Mean-Field Regime
2023/03/12 by Andréa Agazzi, Jianfeng Lu, Agazzi, Andrea +3 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Model Reduction and Neural Networks #Neural Networks and Applications