Anian Ruoss

Neural Networks and the Chomsky Hierarchy

Grégoire Delétang, Anian Ruoss, Jordi Grau-Moya et al. · arXiv (Cornell University) · 2022 · 45 citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +15

Learning Certified Individually Fair Representations

Anian Ruoss, Mislav Balunović, Marc Fischer et al. · arXiv (Cornell University) · 2020 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Language Modeling Is Compression

Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne et al. · arXiv (Cornell University) · 2023 · 26 citations · Full text

Structured Prediction, Lossless Compressors, Engineering +19

Randomized Positional Encodings Boost Length Generalization of Transformers

Anian Ruoss, Grégoire Delétang, Tim Genewein et al. · 2023 · 15 citations · Full text

Engineering, Machine Learning, Applied Linguistics +20

Efficient Certification of Spatial Robustness

Anian Ruoss, Maximilian Baader, Mislav Balunović et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 14 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20