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ORCIDAmir Hossein Akhavan Rahnama
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Journal Articles
- 2024
[j2]Amir Hossein Akhavan Rahnama
, Judith Bütepage, Pierre Geurts, Henrik Boström:
Can local explanation techniques explain linear additive models? Data Min. Knowl. Discov. 38(1): 237-280 (2024)- 2018
- [j1]Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg:
An LP-based hyperparameter optimization model for language modeling. J. Supercomput. 74(5): 2151-2160 (2018)
Conference and Workshop Papers
- 2024
- [c5]Amir Hossein Akhavan Rahnama, Judith Bütepage, Henrik Boström:
Local Point-wise Explanations of LambdaMART. SCAI 2024: 121-130 - [c4]Amir Hossein Akhavan Rahnama, Laura Galera Alfaro, Zhendong Wang, Maria Movin:
Local Interpretable Model-Agnostic Explanations for Neural Ranking Models. SCAI 2024: 151-159 - [c3]Amir Hossein Akhavan Rahnama, Judith Bütepage, Henrik Boström:
Local List-Wise Explanations of LambdaMART. xAI (2) 2024: 369-392 - 2023
- [c2]Amir Hossein Akhavan Rahnama:
The Blame Problem in Evaluating Local Explanations and How to Tackle It. ECAI Workshops (1) 2023: 66-86 - 2014
- [c1]Amir Hossein Akhavan Rahnama:
Distributed real-time sentiment analysis for big data social streams. CoDIT 2014: 789-794
Informal and Other Publications
- 2023
- [i6]Amir Hossein Akhavan Rahnama:
The Blame Problem in Evaluating Local Explanations, and How to Tackle it. CoRR abs/2310.03466 (2023) - 2022
- [i5]Amir Hossein Akhavan Rahnama, Judith Bütepage:
Evaluating Local Model-Agnostic Explanations of Learning to Rank Models with Decision Paths. CoRR abs/2203.02295 (2022) - 2021
- [i4]Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström:
Evaluation of Local Model-Agnostic Explanations Using Ground Truth. CoRR abs/2106.02488 (2021) - 2019
- [i3]Amir Hossein Akhavan Rahnama, Henrik Boström:
A study of data and label shift in the LIME framework. CoRR abs/1910.14421 (2019) - 2018
- [i2]Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg:
An LP-based hyperparameter optimization model for language modeling. CoRR abs/1803.10927 (2018) - 2016
- [i1]Amir Hossein Akhavan Rahnama:
Distributed Real-Time Sentiment Analysis for Big Data Social Streams. CoRR abs/1612.08543 (2016)
Coauthor Index
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