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Thomas B. K. Watkins, Emma C. Colliver, Matthew R. Huska, Tom L. Kaufmann, Emilia L. Lim, Cody B. Duncan, Kerstin Haase, Peter Van Loo, Charles Swanton, Nicholas McGranahan et al.

Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity

October 23, 2023
https://doi.org/10.1371/journal.pcbi.1011379

Frederick Klauschen, Jonas Dippel, Philipp Keyl, Philipp Jurmeister, Michael Bockmayr, Andreas Mock, Oliver Buchstab, Maximilian Alber, Lukas Ruff, Grégoire Montavon et al.

Toward Explainable Artificial Intelligence for Precision Pathology

October 23, 2023
https://doi.org/10.1146/annurev-pathmechdis-051222-113147

Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl

Good Intentions: Adaptive Parameter Management via Intent Signaling

October 21, 2023
https://doi.org/10.1145/3583780.3614895

Kim Andrea Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kuhn, Klaus-Robert Muller, Paolo Stornati, Pan Kessel, Shinichi Nakajima et al.

Physics-Informed Bayesian Optimization of Variational Quantum Circuits

September 21, 2023
https://neurips.cc/virtual/2023/poster/69993

Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

From attribution maps to human-understandable explanations through Concept Relevance Propagation

September 20, 2023
https://doi.org/10.1038/s42256-023-00711-8

Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper

Enhancing In-Memory Spatial Indexing with Learned Search

September 12, 2023
https://doi.org/10.48550/arXiv.2309.06354

Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck

Lessons Learned on Machine Learning for Computer Security

September 01, 2023
https://doi.org/10.1109/MSEC.2023.3287207