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Mateja Jamnik

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Botty Dimanov

> Home > Persons > Mateja Jamnik

Publications

2023
[i40]
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  - journals/corr/abs-2302-04899
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  - https://dblp.org/rec/journals/corr/abs-2302-04899
Dmitry Kazhdan, Botty Dimanov, Lucie Charlotte Magister, Pietro Barbiero, Mateja Jamnik, Pietro Liò:
GCI: A (G)raph (C)oncept (I)nterpretation Framework. CoRR abs/2302.04899 (2023)
2022
[c63]
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  dblp key:
  - conf/cikm/CardozoMKDWJL22
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  - https://dblp.org/rec/conf/cikm/CardozoMKDWJL22
Shea Cardozo, Gabriel Islas Montero, Dmitry Kazhdan, Botty Dimanov, Maleakhi A. Wijaya, Mateja Jamnik, Pietro Liò:
Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations. CIKM Workshops 2022
[i22]
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  - journals/corr/abs-2211-07650
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Shea Cardozo, Gabriel Islas Montero, Dmitry Kazhdan, Botty Dimanov, Maleakhi A. Wijaya, Mateja Jamnik, Pietro Liò:
Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations. CoRR abs/2211.07650 (2022)
2021
[i19]
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  dblp key:
  - journals/corr/abs-2104-06917
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  - https://dblp.org/rec/journals/corr/abs-2104-06917
Dmitry Kazhdan, Botty Dimanov, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò, Adrian Weller:
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches. CoRR abs/2104.06917 (2021)
[i18]
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  dblp key:
  - journals/corr/abs-2104-08952
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Maleakhi A. Wijaya, Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik:
Failing Conceptually: Concept-Based Explanations of Dataset Shift. CoRR abs/2104.08952 (2021)
2020
[c50]
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  - conf/aaai/DimanovBJW20
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Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller:
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods. SafeAI@AAAI 2020: 63-73
[c48]
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  dblp key:
  - conf/cikm/KazhdanDJLW20
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Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller:
Now You See Me (CME): Concept-based Model Extraction. CIKM (Workshops) 2020
[c46]
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  - conf/ecai/DimanovBJW20
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Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller:
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness from Multiple Explanation Methods. ECAI 2020: 2473-2480
[i8]
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  dblp key:
  - journals/corr/abs-2010-13233
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Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller:
Now You See Me (CME): Concept-based Model Extraction. CoRR abs/2010.13233 (2020)
[i4]
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  - journals/corr/abs-2012-06954
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Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò:
MEME: Generating RNN Model Explanations via Model Extraction. CoRR abs/2012.06954 (2020)

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