Publications

Charlotte Beylier, Simon M. Hofmann, and Nico Scherf. Revealing the learning process in reinforcement learning agents through attention-oriented metrics. 2024. [PUMA: imported topic_neuroinspired xack yaff] URL

Nikola Milosevic, Gesine M�ller, Jan Huisken, and Nico Scherf. Open Problem: Active Representation Learning. 2024. [PUMA: imported topic_neuroinspired xack yaff] URL

Lennart Schäpermeier, and Pascal Kerschke. Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration. 2024. [PUMA: imported topic_engineering xack yaff] URL

Dörthe Arndt, and Stephan Mennicke. Notation3 as an Existential Rule Language. Rules and Reasoning - 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023, Proceedings, Springer, October 2023. [PUMA: imported topic_graph xack yaff]

Lukas Silvester Barth, Fatemeh, Fahimi, Parvaneh Joharinad, Jürgen Jost, Janis Keck, and Thomas Jan Mikhail. Fuzzy simplicial sets and their application to geometric data analysis. 2024. [PUMA: imported topic_lifescience topic_mathfoundation xack yaff] URL

Christopher Klapproth, Siegfried Zöztsche, Felix Kühnl, Jörg Fallmann, Peter F. Stadler, and Sven Findeiß. Tailored machine learning models for functional RNA detection in genome-wide screens (Version 1). Zenodo, July 2023. [PUMA: lifescience mathfoundation xack yaff]

Jan Ewald, Ziyang He, Wassili Dimitriew, and Stefan Schuster. Including glutamine in a resource allocation model of energy metabolism in cancer and yeast cells. npj Systems Biology and Applications, (10)1Springer Science and Business Media LLC, July 2024. [PUMA: imported topic_lifescience xack yaff] URL

Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, and Lea Löffelmann. Tuning the Utility-Privacy Trade-Off in Trajectory Data.. EDBT, 839--842, 2023. [PUMA: area_bigdata area_responsibleai imported xack yaff]

Fabian Gärtner, Felix Kühnl, Carsten R. Seemann, Christian Höner Zu Siederdissen, and Peter F. Stadler. Superbubbles as an empirical characteristic of directed networks. Network Science, (9)1:49–58, Cambridge University Press (CUP), September 2020. [PUMA: imported xack yaff] URL

Larry González, Alex Ivliev, Markus Krötzsch, and Stephan Mennicke. Efficient Dependency Analysis for Existential Rules. 2023. [PUMA: imported topic_graph topic_knowledge xack yaff]

Hamid Farzaneh, João Paulo Cardoso de Lima, Mengyuan Li, Asif Ali Khan, Xiaobo Sharon Hu, and Jeronimo Castrillon. C4CAM: A Compiler for CAM-based In-memory Accelerators. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ACM, New York, NY, USA, April 2024. [PUMA: topic_software xack yaff]

João Paulo C de Lima, Asif Ali Khan, Luigi Carro, and Jeronimo Castrillon. Full-Stack Optimization for CAM-Only DNN Inference. arXiv, 2024. [PUMA: topic_software xack yaff]

Hamid Farzaneh, João Paulo Cardoso De Lima, Ali Nezhadi Khelejani, Asif Ali Khan, Mahta Mayahinia, Mehdi Tahoori, and Jeronimo Castrillon. SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs. Proceedings of the 61th Annual Design Automation Conference (DAC'24), ACM, June 2024. [PUMA: topic_software xack yaff]

Asif Ali Khan, João Paulo C. De Lima, Hamid Farzaneh, and Jeronimo Castrillon. The landscape of compute-near-memory and compute-in-memory: A research and commercial overview. arXiv, 2024. [PUMA: topic_software xack yaff]