Amir Hossein Akhavan Rahnama

According to our database, Amir Hossein Akhavan Rahnama authored at least 10 papers between 2014 and 2024.

Collaborative distances:

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

2024

Can local explanation techniques explain linear additive models?

Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström

Data Min. Knowl. Discov., January, 2024

Local List-Wise Explanations of LambdaMART.

Amir Hossein Akhavan Rahnama, Judith Bütepage, Henrik Boström

Proceedings of the Explainable Artificial Intelligence, 2024

Local Point-wise Explanations of LambdaMART.

Amir Hossein Akhavan Rahnama, Judith Bütepage, Henrik Boström

Proceedings of the 14th Scandinavian Conference on Artificial Intelligence SCAI 2024, 2024

Local Interpretable Model-Agnostic Explanations for Neural Ranking Models.

Amir Hossein Akhavan Rahnama, Laura Galera Alfaro, Zhendong Wang, Maria Movin

Proceedings of the 14th Scandinavian Conference on Artificial Intelligence SCAI 2024, 2024

2023

The Blame Problem in Evaluating Local Explanations and How to Tackle It.

Amir Hossein Akhavan Rahnama

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

Evaluating Local Model-Agnostic Explanations of Learning to Rank Models with Decision Paths.

Amir Hossein Akhavan Rahnama, Judith Bütepage

CoRR, 2022

2021

Evaluation of Local Model-Agnostic Explanations Using Ground Truth.

Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström

CoRR, 2021

2019

A study of data and label shift in the LIME framework.

Amir Hossein Akhavan Rahnama, Henrik Boström

CoRR, 2019

2018

An LP-based hyperparameter optimization model for language modeling.

Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg

J. Supercomput., 2018

2014

Distributed real-time sentiment analysis for big data social streams.

Amir Hossein Akhavan Rahnama

Proceedings of the International Conference on Control, 2014