Alexander Binder

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Email alexabin@ifi.uio.no

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Visiting address Gaustadalléen 23B Ole-Johan Dahls hus 0373 Oslo

Postal address Postboks 1080 Blindern 0316 Oslo

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Publications

Chong, Penny; Cheung, Ngai-Man; Elovici, Yuval & Binder, Alexander (2021). Towards Scalable and Unified Example-based Explanation and Outlier Detection. IEEE Transactions on Image Processing. ISSN 1057-7149. doi: 10.1109/TIP.2021.3127847. Full text in Research Archive
Yeom, Seul-Ki; Seegerer, Philipp; Lapuschkin, Sebastian; Binder, Alexander; Wiedemann, Simon & Müller, Klaus-Robert [Show all 7 contributors for this article] (2021). Pruning by explaining: A novel criterion for deep neural network pruning. Pattern Recognition. ISSN 0031-3203. 115. doi: 10.1016/j.patcog.2021.107899. Full text in Research Archive
Binder, Alexander; Bockmayr, Michael; Hägele, Miriam; Wienert, Stephan; Heim, Daniel & Hellweg, Katharina [Show all 12 contributors for this article] (2021). Morphological and molecular breast cancer profiling through explainable machine learning. Nature Machine Intelligence. 3, p. 355–366. doi: 10.1038/s42256-021-00303-4. Full text in Research Archive
Sun, Jiamei; Lapuschkin, Sebasian; Samek, Wojciech & Binder, Alexander (2021). Explain and improve: LRP-inference fine-tuning for image captioning models. Information Fusion. ISSN 1566-2535. 77, p. 233–246. doi: 10.1016/j.inffus.2021.07.008. Full text in Research Archive

Published Feb. 1, 2021 4:52 PM - Last modified Feb. 1, 2021 4:53 PM