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Emanuele Troiani
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2020 – today
- 2024
- [j1]Cédric Gerbelot, Emanuele Troiani, Francesca Mignacco, Florent Krzakala, Lenka Zdeborová:
Rigorous Dynamical Mean-Field Theory for Stochastic Gradient Descent Methods. SIAM J. Math. Data Sci. 6(2): 400-427 (2024) - [c2]Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala:
Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers. AISTATS 2024: 811-819 - [i9]Yatin Dandi, Emanuele Troiani, Luca Arnaboldi, Luca Pesce
, Lenka Zdeborová, Florent Krzakala:
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents. CoRR abs/2402.03220 (2024) - [i8]Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala:
Fundamental limits of weak learnability in high-dimensional multi-index models. CoRR abs/2405.15480 (2024) - 2023
- [i7]Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala
:
Asymptotic Characterisation of Robust Empirical Risk Minimisation Performance in the Presence of Outliers. CoRR abs/2305.18974 (2023) - [i6]Giovanni Piccioli, Emanuele Troiani, Lenka Zdeborová:
Gibbs Sampling the Posterior of Neural Networks. CoRR abs/2306.02729 (2023) - [i5]Clarissa Lauditi, Emanuele Troiani, Marc Mézard:
Sparse Representations, Inference and Learning. CoRR abs/2306.16097 (2023) - 2022
- [c1]Emanuele Troiani, Vittorio Erba, Florent Krzakala
, Antoine Maillard, Lenka Zdeborová:
Optimal denoising of rotationally invariant rectangular matrices. MSML 2022: 97-112 - [i4]Emanuele Troiani, Vittorio Erba, Florent Krzakala
, Antoine Maillard, Lenka Zdeborová:
Optimal denoising of rotationally invariant rectangular matrices. CoRR abs/2203.07752 (2022) - [i3]Cédric Gerbelot, Emanuele Troiani, Francesca Mignacco, Florent Krzakala
, Lenka Zdeborová:
Rigorous dynamical mean field theory for stochastic gradient descent methods. CoRR abs/2210.06591 (2022) - 2020
- [i2]Éric Brier, Rémi Géraud-Stewart, David Naccache, Alessandro Pacco, Emanuele Troiani:
Stuttering Conway Sequences Are Still Conway Sequences. CoRR abs/2006.06837 (2020) - [i1]Éric Brier, Rémi Géraud-Stewart, David Naccache, Alessandro Pacco, Emanuele Troiani:
The Look-and-Say The Biggest Sequence Eventually Cycles. CoRR abs/2006.07246 (2020)
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last updated on 2024-08-05 21:10 CEST by the dblp team
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