Adomaityte, Urte
- High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality
2023/09/28 by Adomaityte, Urte, Defilippis, Leonardo, Loureiro, Bruno +1 · 3 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Unveiling the Hessian's Connection to the Decision Boundary
2023/06/12 by Mahalakshmi Sabanayagam, Sabanayagam, Mahalakshmi, Freya Behrens +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis