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2020 – today
- 2023
[c3]Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo:
Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach. NeurIPS 2023- [i10]Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo:
Classification of Superstatistical Features in High Dimensions. CoRR abs/2304.02912 (2023) - [i9]Urte Adomaityte, Leonardo Defilippis, Bruno Loureiro, Gabriele Sicuro:
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality. CoRR abs/2309.16476 (2023) - 2022
- [c2]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: 14283-14314 - [i8]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 abs/2201.13383 (2022) - [i7]Urte Adomaityte, Anshul Toshniwal, Gabriele Sicuro, Lenka Zdeborová:
Planted matching problems on random hypergraphs. CoRR abs/2209.03423 (2022) - 2021
- [c1]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: 10144-10157 - [i6]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 abs/2106.03791 (2021) - [i5]Giovanni Piccioli, Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová:
Aligning random graphs with a sub-tree similarity message-passing algorithm. CoRR abs/2112.13079 (2021) - 2020
- [i4]Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová:
Recovery thresholds in the sparse planted matching problem. CoRR abs/2005.11274 (2020) - [i3]Gabriele Sicuro, Lenka Zdeborová:
The planted k-factor problem. CoRR abs/2010.13700 (2020)
2010 – 2019
- 2016
- [i2]Carlo Lucibello, Giorgio Parisi, Gabriele Sicuro:
One-loop diagrams in the Random Euclidean Matching Problem. CoRR abs/1609.09310 (2016) - 2014
- [i1]Sergio Caracciolo, Carlo Lucibello, Giorgio Parisi, Gabriele Sicuro:
A Scaling Hypothesis for the Euclidean Bipartite Matching Problem. CoRR abs/1402.6993 (2014)
Coauthor Index
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