PuSH - HMGU Publikationen https://push-zb.helmholtz-munich.de PuSH - Publikationen-Server des Helmholtz Zentrums München de-de <![CDATA[Izdebski, A.* et al. Synergistic benefits of joint molecule generation and property prediction. Trans. Machine Learn. Res. 2026-January, 1-32 (2026)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=76769&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=76769&la=de Wed, 18 Mar 2026 00:00:00 +0000 <![CDATA[Kazeminia, S. ; Marr, C. & Rieck, B. Topological Inductive Bias fosters Multiple Instance Learning in Data-Scarce Scenarios. Trans. Machine Learn. Res. 2026-February, accepted (2026)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=77156&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=77156&la=de Wed, 15 Apr 2026 00:00:00 +0000 <![CDATA[Angelis, E. ; Quinzan, F.* ; Soleymani, A.* ; Jail, P.J.* & Bauer, S. Double machine learning based structure identification from temporal data. Trans. Machine Learn. Res. 2025, accepted (2025)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=75684&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=75684&la=de Wed, 22 Oct 2025 00:00:00 +0000 <![CDATA[Manduchi, L.* et al. On the challenges and opportunities in generative AI. Trans. Machine Learn. Res. 2025, accepted (2025)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=75499&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=75499&la=de Wed, 22 Oct 2025 00:00:00 +0000 <![CDATA[Mueller, T.T.* et al. Are Population Graphs Really as Powerful as Believed? Trans. Machine Learn. Res. 2024, accepted (2024)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73645&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73645&la=de Sat, 10 May 2025 00:00:00 +0000 <![CDATA[Nasirigerdeh, R.* ; Torkzadehmahani, R.* ; Rueckert, D.* & Kaissis, G. Kernel normalized convolutional networks. Trans. Machine Learn. Res. 2024, 107-118 (2024)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73647&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73647&la=de Sat, 10 May 2025 00:00:00 +0000 <![CDATA[Quinzan, F.* ; Casolo, C. ; Muandet, K.* ; Luo, Y.* & Kilbertus, N. Learning counterfactually invariant predictors. Trans. Machine Learn. Res. 2024, accepted (2024)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73644&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73644&la=de Sat, 10 May 2025 00:00:00 +0000 <![CDATA[Sharma, M.* ; Rainforth, T.* ; Teh, Y.W.* & Fortuin, V. Incorporating unlabelled data into bayesian neural networks. Trans. Machine Learn. Res. 2024, accepted (2024)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73643&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73643&la=de Sat, 10 May 2025 00:00:00 +0000 <![CDATA[von Rohrscheidt, J.C. ; Rieck, B. & Schmon, S.M.* Bayesian computation meets topology. Trans. Machine Learn. Res. 2024, accepted (2024)]]> https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73646&la=de https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=73646&la=de Sat, 10 May 2025 00:00:00 +0000