Pubblicazioni

Convergence of ease-controlled Random Reshuffling gradient Algorithms under Lipschitz smoothness

2025 - COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
Seccia, Ruggiero; Coppola, Corrado; Liuzzi, Giampaolo; Palagi, Laura

ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming

2024 -
Tedeschi, Simone; Friedrich, Felix; Schramowski, Patrick; Kersting, Kristian; Navigli, Roberto; Nguyen, Huu; Li, Bo

Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order

2024 -
Nakamura, Taishi; Mishra, Mayank; Tedeschi, Simone; Chai, Yekun; T Stillerman, Jason; Friedrich, Felix; Yadav, Prateek; Laud, Tanmay; Minh Chien, Vu; Yue Zhuo, Terry; Misra, Diganta; Bogin, Ben; Vu, Xuan-Son; Karpinska, Marzena; Varma Dantuluri, Arnav; Kusa, Wojciech; Furlanello, Tommaso; Yokota, Rio; Muennighoff, Niklas; Pai, Suhas; Adewumi, Tosin; Laippala, Veronika; Yao, Xiaozhe; Junior, Adalberto; Ariyak, Alpay; Drozd, Aleksandr; Clive, Jordan; Gupta, Kshitij; Chen, Liangyu; Sun, Qi; Tsui, Ken; Persaud, Noah; Fahmy, Nour; Chen, Tianlong; Bansal, Mohit; Monti, Nicolo; Dang, Tai; Luo, Ziyang; Bui, Tien-Tung; Navigli, Roberto; Mehta, Virendra; Blumberg, Matthew; May, Victor; Nguyen, Huu; Pyysalo, Sampo

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions

2024 - TRANSACTIONS ON MACHINE LEARNING RESEARCH
Miranda, Michele; Sofia Ruzzetti, Elena; Santilli, Andrea; Massimo Zanzotto, Fabio; Bratières, Sébastien; Rodolà, Emanuele

HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations

2023 - The Eleventh International Conference on Learning Representations
Franco, Luca; Mandica, Paolo; Munjal, Bharti; Galasso, Fabio

K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs

2023 - Proceedings of the 40th International Conference on Machine Learning
Coletta, Andrea; Vyetrenko, Svitlana; Balch, Tucker

A$^2$-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems

2023 - IEEE INFOCOM 2023 - IEEE Conference on Computer Communications
Coletta, Andrea; Giorgi, Flavio; Maselli, Gaia; Prata, Matteo; Silvestri, Domenicomichele; Ashdown, Jonathan; Restuccia, Francesco

Sheaf Hypergraph Networks

2023 - Proceedings of the Thirty-seventh Conference on Neural Information Processing Systems - NeurIPS 2023
Duta, Iulia; Cassarà, Giulia; Silvestri, Fabrizio; Liò, Pietro

Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels

2023 -
Wani, FAROOQ AHMAD; Bucarelli, MARIA SOFIA; Silvestri, Fabrizio

On the Constrained Time-Series Generation Problem

2023 - Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
Coletta, Andrea; Gopalakrishan, Sriram; Borrajo, Daniel; Vyetrenko, Svitlana

Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number

2022 -

Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases

2022 - IEEE TRANSACTIONS ON MEDICAL IMAGING
Kassem, Hasan; Alapatt, Deepak; Mascagni, Pietro; Consortium, Ai4safechole; Karargyris, Alexandros; Padoy, Nicolas

Learning to simulate realistic limit order book markets from data as a World Agent

2022 - 3rd ACM International Conference on AI in Finance
Coletta, Andrea; Moulin, Aymeric; Vyetrenko, Svitlana; Balch, Tucker

Adaptive Positive-Unlabelled Learning via Markov Diffusion

2021 - Computer Science and Machine Learning
Stolfi, Paola; Mastropietro, Andrea; Pasculli, Giuseppe; Tieri, Paolo; Vergni, Davide

Texel-Att: representing and classifying element-based textures by attributes

2019 - BMVC 2019
Godi, Marco; Joppi, Christian; Giachetti, Andrea; PELLACINI, FABIO; Cristani, Marco

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