Pubblicazioni

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

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

On the Relationship between Shy and Warded Datalog+/-

2022 -
Baldazzi, Teodoro; Bellomarini, Luigi; Favorito, Marco; Sallinger, Emanuel

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

Recognizing LTLf/PLTLf Goals in Fully Observable Non-Deterministic Domain Models

2021 -
FRAGA PEREIRA, Ramon; Fuggitti, Francesco; DE GIACOMO, Giuseppe

Reliable Uncertain Evidence Modeling in Bayesian Networks by Credal Networks

2018 - Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference
Marchetti, Sabina; Antonucci, Alessandro

Visual search and recognition for robot task execution and monitoring

2018 - Applications of Intelligent Systems Proceedings of the 1st International APPIS Conference 2018
Mauro, Lorenzo; Puja, Francesco; Grazioso, Simone; Ntouskos, Valsamis; Sanzari, Marta; Alati, Edoardo; Freda, Luigi; Pirri, Fiora

Just an Update on PMING Distance for Web-based Semantic Similarity in Artificial Intelligence and Data Mining

2017 -
Franzoni, Valentina

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