Piccolo, Vanessa

1. Analysis of One-Hidden-Layer Neural Networks via the Resolvent Method
   2021/05/11 by Piccolo, Vanessa, Schröder, Dominik · 3 citations
   #60B20 #68T07 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
2. Stochastic gradient descent in high dimensions for multi-spiked tensor PCA
   2024/10/23 by Arous, Gérard Ben, Gerbelot, Cédric, Piccolo, Vanessa · 2 citations
   #60G42 #62F30 #68Q87 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistics Theory (math.ST)
3. Global law of conjugate kernel random matrices with heavy-tailed weights
   2025/02/25 by Alice Guionnet, Guionnet, Alice, Vanessa Piccolo +1 · 3 citations
   Mathematics · #15B52 #60B20 #68T07 #Advanced Algebra and Geometry #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Random Matrices and Applications #advanced mathematical theories
4. Topological complexity of spiked random polynomials and finite-rank spherical integrals
   2023/12/19 by Vanessa Piccolo, Piccolo, Vanessa · 1 citation
   Computer Science · Mathematics · #60B20 #60G15 #82B44 #Advanced Algebra and Geometry #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Probability (math.PR) #Random Matrices and Applications #Statistics Theory (math.ST) #Topological and Geometric Data Analysis