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Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Navigating Compliance with Data Transfers in Federated Data Processing
Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl
Efficient Specialized Spreadsheet Parsing for Data Science
Pooja Subramaniam, Tabea Kossen, Kerstin Ritter, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil et al.
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks
Wolfgang Kopp, Altuna Akalin, Uwe Ohler
Simultaneous dimensionality reduction and integration for single-cell ATAC-seq data using deep learning
Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson
Equivariance versus Augmentation for Spherical Images
Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning
Philipp Drewe-Boss, Dirk Enders, Jochen Walker, Uwe Ohler
Deep learning for prediction of population health costs
Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores
Muhammad Imran, Gábor E. Gévay, Jorge-Anulfo Quiané-Ruiz, Volker Markl