Amir Hossein Akhavan Rahnama

15 papers C 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — —
Evaluating the Faithfulness of Local Feature Attribution Explanations: Can We Trust Explainable AI?
Amir Hossein Akhavan Rahnama
2024 J jnl
Can local explanation techniques explain linear additive models?
Data Min. Knowl. Discov.
Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström
2024 — conf
Faithfulness of Local Explanations for Tree-Based Ensemble Models.
DS (2)
Amir Hossein Akhavan Rahnama, Pierre Geurts, Henrik Boström
2024 — conf
Local Interpretable Model-Agnostic Explanations for Neural Ranking Models.
SCAI
Amir Hossein Akhavan Rahnama, Laura Galera Alfaro, Zhendong Wang, Maria Movin
2024 — conf
Local List-Wise Explanations of LambdaMART.
xAI (2)
Amir Hossein Akhavan Rahnama, Judith Bütepage, Henrik Boström
2024 — conf
Local Point-wise Explanations of LambdaMART.
SCAI
Amir Hossein Akhavan Rahnama, Judith Bütepage, Henrik Boström
2023 — conf
The Blame Problem in Evaluating Local Explanations and How to Tackle It.
ECAI Workshops (1)
Amir Hossein Akhavan Rahnama
2023 J jnl
The Blame Problem in Evaluating Local Explanations, and How to Tackle it.
CoRR
Amir Hossein Akhavan Rahnama
2022 J jnl
Evaluating Local Model-Agnostic Explanations of Learning to Rank Models with Decision Paths.
CoRR
Amir Hossein Akhavan Rahnama, Judith Bütepage
2021 J jnl
Evaluation of Local Model-Agnostic Explanations Using Ground Truth.
CoRR
Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström
2019 J jnl
A study of data and label shift in the LIME framework.
CoRR
Amir Hossein Akhavan Rahnama, Henrik Boström
2018 J jnl
An LP-based hyperparameter optimization model for language modeling.
CoRR
Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg
2018 J jnl
An LP-based hyperparameter optimization model for language modeling.
J. Supercomput.
Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg
2016 J jnl
Distributed Real-Time Sentiment Analysis for Big Data Social Streams.
CoRR
Amir Hossein Akhavan Rahnama
2014 C conf
Distributed real-time sentiment analysis for big data social streams.
CoDIT
Amir Hossein Akhavan Rahnama