publications

• "High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality", Adomaityte, U., Defilippis, L., Loureiro, B., Sicuro, G., to be presented at the HeavyTails Workshop at NeurIPS 2023, under review [arxiv]

• "Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach", Adomaityte, U., Sicuro, G., Vivo, P., NeurIPS 2023 main track [NeurIPS arxiv]

• "Unveiling the Hessian’s Connection to the Decision Boundary", Sabanayagam, M., Behrens, F., Adomaityte, U., Dawid, A., to be presented at the M3L Workshop at NeurIPS 2023, under review [arxiv]

• "Planted matching problems on random hypergraphs", Adomaityte, U., Toshniwal, A., Sicuro, G., Zdeborová, L. (2022). Physical Review E [paper arxiv]