Paulius Rauba

According to our database, Paulius Rauba authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep Hierarchical Learning with Nested Subspace Networks.

Paulius Rauba, Mihaela van der Schaar

CoRR, September, 2025

Statistical Hypothesis Testing for Auditing Robustness in Language Models.

Paulius Rauba, Qiyao Wei, Mihaela van der Schaar

CoRR, June, 2025

Visualizing token importance for black-box language models.

Paulius Rauba, Qiyao Wei, Mihaela van der Schaar

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Quantifying perturbation impacts for large language models.

Paulius Rauba, Qiyao Wei, Mihaela van der Schaar

CoRR, 2024

Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models.

Paulius Rauba, Nabeel Seedat, Max Ruiz Luyten, Mihaela van der Schaar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments.

Paulius Rauba, Nabeel Seedat, Krzysztof Kacprzyk, Mihaela van der Schaar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Redefining Digital Health Interfaces with Large Language Models.

Fergus Imrie, Paulius Rauba, Mihaela van der Schaar

CoRR, 2023

2021

Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset.

Hannah Rose Kirk, Yennie Jun, Paulius Rauba, Gal Wachtel, Ruining Li, Xingjian Bai, Noah Broestl, Martin Doff-Sotta, Aleksandar Shtedritski, Yuki Markus Asano

CoRR, 2021