Ian E. Nielsen

According to our database, Ian E. Nielsen authored at least 4 papers between 2022 and 2023.

Collaborative distances:

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

2023

Transformers in Time-Series Analysis: A Tutorial.

Sabeen Ahmed, Ian E. Nielsen, Aakash Tripathi, Shamoon Siddiqui, Ravi Prakash Ramachandran, Ghulam Rasool

Circuits Syst. Signal Process., December, 2023

EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models.

Ian E. Nielsen, Ravi Prakash Ramachandran, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh, Ghulam Rasool

IEEE Access, 2023

Targeted Background Removal Creates Interpretable Feature Visualizations.

Ian E. Nielsen, Erik Grundeland, Joseph Snedeker, Ravi Prakash Ramachandran, Ghulam Rasool

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

2022

Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks.

Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya

IEEE Signal Process. Mag., 2022