Andrej Erkelens

According to our database, Andrej Erkelens authored at least 4 papers between 2022 and 2025.

Collaborative distances:

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

2025

Using Shapley interactions to understand how models use structure.

Divyansh Singhvi, Diganta Misra, Andrej Erkelens, Raghav Jain, Isabel Papadimitriou, Naomi Saphra

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Knowing Your Nonlinearities: Shapley Interactions Reveal the Underlying Structure of Data.

Divyansh Singhvi, Andrej Erkelens, Raghav Jain, Diganta Misra, Naomi Saphra

CoRR, 2024

2023

Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models.

Md. Khairul Islam, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Aparna Marathe, Judy Fox

Proceedings of the IEEE International Conference on Digital Health, 2023

2022

Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models.

Md. Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox

CoRR, 2022