Gabriele Sicuro

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 12

Top Topics

Gaussian Mixture

Top Venues

Publications

Urte Adomaityte, Leonardo Defilippis, Bruno Loureiro, Gabriele Sicuro
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality. CoRR (2023)
Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo
Classification of Superstatistical Features in High Dimensions. CoRR (2023)
Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo
Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach. NeurIPS (2023)
Bruno Loureiro, Cédric Gerbelot, Maria Refinetti, Gabriele Sicuro, Florent Krzakala
Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension. CoRR (2022)
Urte Adomaityte, Anshul Toshniwal, Gabriele Sicuro, Lenka Zdeborová
Planted matching problems on random hypergraphs. CoRR (2022)
Bruno Loureiro, Cédric Gerbelot, Maria Refinetti, Gabriele Sicuro, Florent Krzakala
Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension. ICML (2022)
Giovanni Piccioli, Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová
Aligning random graphs with a sub-tree similarity message-passing algorithm. CoRR (2021)
Bruno Loureiro, Gabriele Sicuro, Cédric Gerbelot, Alessandro Pacco, Florent Krzakala, Lenka Zdeborová
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions. NeurIPS (2021)
Bruno Loureiro, Gabriele Sicuro, Cédric Gerbelot, Alessandro Pacco, Florent Krzakala, Lenka Zdeborová
Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions. CoRR (2021)
Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová
Recovery thresholds in the sparse planted matching problem. CoRR (2020)
Gabriele Sicuro, Lenka Zdeborová
The planted k-factor problem. CoRR (2020)
Carlo Lucibello, Giorgio Parisi, Gabriele Sicuro
One-loop diagrams in the Random Euclidean Matching Problem. CoRR (2016)
Sergio Caracciolo, Carlo Lucibello, Giorgio Parisi, Gabriele Sicuro
A Scaling Hypothesis for the Euclidean Bipartite Matching Problem. CoRR (2014)