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Emanuele Troiani

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

4

Venues

2

Active years

2024–2025

Best venue rank

A*

Where they publish

Papers

4 indexed papers, newest first.

YearVenueTitleAuthors
2025AISTATSFundamental computational limits of weak learnability in high-dimensional multi-index models.Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborov, Bruno Loureiro, Florent Krzakala
2025ICMLFundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds.Emanuele Troiani, Hugo Cui, Yatin Dandi, Florent Krzakala, Lenka Zdeborov
2024AISTATSAsymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers.Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala
2024ICMLThe Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents.Yatin Dandi, Emanuele Troiani, Luca Arnaboldi, Luca Pesce, Lenka Zdeborov, Florent Krzakala