Skip to content

Commit

Permalink
Add publi
Browse files Browse the repository at this point in the history
  • Loading branch information
Ahcene-B authored Nov 16, 2024
1 parent 10d428b commit 193c97c
Showing 1 changed file with 9 additions and 4 deletions.
13 changes: 9 additions & 4 deletions _pages/about.md
Original file line number Diff line number Diff line change
Expand Up @@ -35,16 +35,21 @@ I am interested in explainable ai, unsupervised learning, representation learnin

<ul>

<li> S. Haufe, R. Wilming, B. Clark, R. Zhumagambetov, D. Panknin, A. Boubekki. Explainable AI needs formal notions of explanation correctness. Intepretable AI Workshop @ NeurIPS (2024) [<a href="https://arxiv.org/pdf/2409.14590">link</a>]
</li>

<li> A. Boubekki, S. Fadel, S.Mair. Leveraging Activations for Superpixel Explanations. ArXiv [<a href="https://arxiv.org/pdf/2406.04933">link</a>]
</li>

<li>
S. Gautam, A. Boubekki, M. Höhne, M. Kampffmeyer . Prototypical Self-Explainable Models Without Re-training. Transactions on Machine Learning Research (2024). [<a href="https://openreview.net/pdf?id=HU5DOUp6Sa">link</a>]
<li>

</li>
<li>
R. Clark et al. EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods (2024). [<a href="https://arxiv.org/pdf/2405.12261">link</a>]
<li>

</li>
<li>
R. Kjærsgaard, A. Boubekki, L.H. Clemmensen. Pantypes: Diverse Representatives for Self-Explainable Models. AAAI Conference on Artificial Intelligence (2024). [<a href="https://github.com/Ahcene-B/ahcene-b.github.io/blob/main/_data/Pantypes_AAAI.pdf">link</a>]
</li>
<li>
K.V. Olesen, A. Boubekki, M.C. Kampffmeyer, R. Jenssen, A.N. Christensen, S. Hørlück, L.H. Clemmensen. A Contextually Supported Abnormality Detector for Maritime Trajectories. Journal of Marine Science and
Engineering (2023). [<a href="https://www.mdpi.com/2077-1312/11/11/2085/pdf">link</a>]
Expand Down

0 comments on commit 193c97c

Please sign in to comment.