Michael Kamp | IKIM MMLhttps://mml.kite.ume.de/authors/michael-kamp/Michael KampHugoBlox Kit (https://hugoblox.com)en-usFri, 01 May 2026 00:00:00 +0000https://mml.kite.ume.de/media/authors/michael-kamp_hu_7cf7ea910102b750.jpgMichael Kamphttps://mml.kite.ume.de/authors/michael-kamp/Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMshttps://mml.kite.ume.de/publications/abourayya-beyond-2026/Fri, 01 May 2026 00:00:00 +0000https://mml.kite.ume.de/publications/abourayya-beyond-2026/Unified Causal Discovery and Missing Data Imputationhttps://mml.kite.ume.de/publications/mian-unified-2026/Sun, 01 Feb 2026 00:00:00 +0000https://mml.kite.ume.de/publications/mian-unified-2026/MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Visionhttps://mml.kite.ume.de/publications/li-medshapenet-2023/Sat, 01 Feb 2025 00:00:00 +0000https://mml.kite.ume.de/publications/li-medshapenet-2023/Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundarieshttps://mml.kite.ume.de/publications/jonske-2025108634/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/jonske-2025108634/Little is Enough: Improving Privacy by Sharing Labels in Federated Semi-Supervised Learninghttps://mml.kite.ume.de/publications/abourayya-little-2024/Wed, 01 May 2024 00:00:00 +0000https://mml.kite.ume.de/publications/abourayya-little-2024/Open-source skull reconstruction with MONAIhttps://mml.kite.ume.de/publications/li-open-source-2023/Sat, 01 Jul 2023 00:00:00 +0000https://mml.kite.ume.de/publications/li-open-source-2023/FAM: Relative Flatness Aware Minimizationhttps://mml.kite.ume.de/publications/adilova-2023-fam/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/adilova-2023-fam/Open-Source Skull Reconstruction with MONAIhttps://mml.kite.ume.de/publications/li-open-source-2022/Tue, 01 Nov 2022 00:00:00 +0000https://mml.kite.ume.de/publications/li-open-source-2022/AIMHI: Protecting Sensitive Data through Federated Co-Traininghttps://mml.kite.ume.de/publications/abourayya-aimhi-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/abourayya-aimhi-2022/Approaches to Uncertainty Quantification in Federated Deep Learninghttps://mml.kite.ume.de/publications/linsner-2021-approaches/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/linsner-2021-approaches/FedBN: Federated Learning on Non-IID Features via Local Batch Normalizationhttps://mml.kite.ume.de/publications/li-2020-fedbn/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-2020-fedbn/Federated Learning from Small Datasetshttps://mml.kite.ume.de/publications/kamp-2021-federated/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/kamp-2021-federated/Novelty Detection in Sequential Data by Informed Clustering and Modelinghttps://mml.kite.ume.de/publications/adilova-2021-novelty/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/adilova-2021-novelty/Relative Flatness and Generalizationhttps://mml.kite.ume.de/publications/petzka-2021-relative/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/petzka-2021-relative/TsmoBN: Interventional Generalization for Unseen Clients in Federated Learninghttps://mml.kite.ume.de/publications/jiang-2021-tsmobn/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/jiang-2021-tsmobn/