@inproceedings{MuenchRoederSchleif, author = {M{\"u}nch, Maximilian and R{\"o}der, Manuel and Schleif, Frank-Michael}, title = {Unlocking the Potential of Non-PSD Kernel Matrices: A Polar Decomposition-based Transformation for Improved Prediction Models}, series = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}, booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}, editor = {Frommholz, Ingo and Hopfgartner, Frank and Lee, Mark and Oakes, Michael and Lalmas, Mounia and Zhang, Min and Santos, Rodrygo L. T.}, doi = {10.1145/3583780.3615102}, pages = {1867 -- 1876}, language = {en} } @article{MuenchRoederHeiligetal., author = {M{\"u}nch, Maximilian and R{\"o}der, Manuel and Heilig, Simon and Raab, Christoph and Schleif, Frank-Michael}, title = {Static and adaptive subspace information fusion for indefinite heterogeneous proximity data}, series = {Neurocomputing}, volume = {555}, journal = {Neurocomputing}, doi = {10.1016/J.NEUCOM.2023.126635}, pages = {126635 -- 126635}, language = {en} } @inproceedings{RoederMuenchRaabetal., author = {R{\"o}der, Manuel and M{\"u}nch, Maximilian and Raab, Christoph and Schleif, Frank-Michael}, title = {Crossing Domain Borders with Federated Few-Shot Adaptation}, series = {Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024, Rome, Italy, February 24-26, 2024}, booktitle = {Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024, Rome, Italy, February 24-26, 2024}, editor = {Castrill{\´o}n Santana, Modesto and De Marsico, Maria and Fred, Ana}, doi = {10.5220/0012351900003654}, pages = {511 -- 521}, language = {en} } @article{RoederHellerMuenchetal., author = {R{\"o}der, Manuel and Heller, Leon and M{\"u}nch, Maximilian and Schleif, Frank-Michael}, title = {Efficient Cross-Domain Federated Learning by MixStyle Approximation}, series = {CoRR}, volume = {abs/2312.07064}, journal = {CoRR}, doi = {10.48550/ARXIV.2312.07064}, language = {en} } @inproceedings{MuenchRaabHeiligetal., author = {M{\"u}nch, Maximilian and Raab, Christoph and Heilig, Simon and R{\"o}der, Manuel and Schleif, Frank-Michael}, title = {Adaptive multi-modal positive semi-definite and indefinite kernel fusion for binary classification}, series = {30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022, Bruges, Belgium, October 5-7, 2022}, booktitle = {30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022, Bruges, Belgium, October 5-7, 2022}, doi = {10.14428/esann/2022.ES2022-70}, language = {en} }