Filter
Article in proceedings

Search results

  • 2023

    A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction

    Sakhnovych, Y., Röttger, R. & Mayer, R., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C-W. & Agrawal, R. (eds.). IEEE, p. 5569-5577

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning

    Holzinger, A., Saranti, A., Hauschild, A. C., Beinecke, J., Heider, D., Roettger, R., Mueller, H., Baumbach, J. & Pfeifer, B., 2023, Machine Learning and Knowledge Extraction - 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023, Proceedings. Holzinger, A., Holzinger, A., Holzinger, A., Kieseberg, P., Cabitza, F., Campagner, A., Tjoa, A. M., Weippl, E. & Weippl, E. (eds.). Springer Science+Business Media, p. 45-64 (Lecture Notes in Computer Science, Vol. 14065 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Open Access
    File
    6 Downloads (Pure)
  • Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report

    Conde, M. V., Timofte, R., Huang, Y., Peng, J., Chen, C., Li, C., Pérez-Pellitero, E., Song, F., Bai, F., Liu, S., Feng, C., Wang, X., Lei, L., Zhu, Y., Li, C., Jiang, Y., A, Y., Wang, P., Leng, C., Cheng, J., & 23 othersLiu, X., Yin, Z., Zhang, Z., Li, J., Liu, M., Zuo, W., Jiang, J., Kim, J., Zhang, Y., Zou, B., Zong, Z., Liu, X., Marín Vega, J., Sloth, M., Schneider-Kamp, P., Röttger, R., Kınlı, F., Özcan, B., Kıraç, F., Leyi, L., Uddin, S. M. N., Ghosh, D. K. & Ju Jung, Y., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer, p. 3-26 (Lecture Notes in Computer Science, Vol. 13803 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • The Tower of Babel in Explainable Artificial Intelligence (XAI)

    Schneeberger, D., Röttger, R., Cabitza, F., Campagner, A., Plass, M., Müller, H. & Holzinger, A., 2023, Machine Learning and Knowledge Extraction: Proceedings of 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference. . Holzinger, A., Kieseberg, P., Cabitza, F., Campagner, A., Tjoa, A. M. & Weippl, E. (eds.). Springer Science+Business Media, p. 65-81 (Lecture Notes in Computer Science, Vol. 14065).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Open Access
    File
    17 Downloads (Pure)
  • 2022

    NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results

    Perez-Pellitero, E., Catley-Chandar, S., Shaw, R., Leonardis, A., Timofte, R., Zhang, Z., Liu, C., Peng, Y., Lin, Y., Yu, G., Zhang, J., Ma, Z., Wang, H., Chen, X., Wang, X., Wu, H., Liu, L., Dong, C., Zhou, J., Yan, Q., & 30 othersZhang, S., Chen, W., Liu, Y., Zhang, Z., Zhang, Y., Shi, J. Q., Gong, D., Zhu, D., Sun, M., Chen, G., Hu, Y., Li, H., Zou, B., Liu, Z., Lin, W., Jiang, T., Jiang, C., Li, X., Han, M., Fan, H., Sun, J., Liu, S., Marin-Vega, J., Sloth, M., Schneider-Kamp, P., Rottger, R., Li, C., Bao, L., He, G. & Xu, Z., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 1008-1022 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Open Access
    File
    32 Downloads (Pure)
  • 2021

    Federated Principal Component Analysis for Genome-Wide Association Studies

    Hartebrodt, A., Nasirigerdeh, R., Blumenthal, D. B. & Rottger, R., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). IEEE, p. 1090-1095 (Proceedings of the IEEE International Conference on Data Mining, ICDM, Vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • 2017

    On the Power and Limits of Sequence Similarity Based Clustering of Proteins Into Families

    Wiwie, C. & Röttger, R., 2017, Biocomputing 2017: Proceedings of the Pacific Symposium. Altman, R. B., Dunker, A. K., Hunter, L., Ritchie, M., Murray, T. & Klein, T. (eds.). World Scientific, p. 39-50

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Open Access
  • 2014

    On the limits of computational functional genomics for bacterial lifestyle prediction

    Barbosa, E., Röttger, R., Hauschild, A-C., Azevedo, V. & Baumbach, J., 2014, German Conference on Bioinformatics 2014. Giegerich, R., Hofestädt, R. & Nattkemper, T. W. (eds.). Gesellschaft für Informatik (GI) e.V, p. 79-84 (Lecture Notes in Informatics, Vol. P-235).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • 2012

    Online transitivity clustering of biological data with missing values

    Röttger, R., Kreutzer, C., Vu, T. D., Wittkop, T. & Baumbach, J., 1. Jan 2012, German Conference on Bioinformatics 2012, GCB 2012. Böcker, S., Hufsky, F., Scheubert, K., Schleicher, J. & Schuster, S. (eds.). Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, p. 57-68 (OpenAccess Series in Informatics, Vol. 26).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  • 2009

    All-I-Touch as Combination of NFC and Lifestyle

    Kneissl, F., Röttger, R., Sandner, U., Leimeister, J. M. & Krcmar, H., 2009, All-I-Touch as Combination of NFC and Lifestyle. p. 51-55

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review