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Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl
Materialization and Reuse Optimizations for Production Data Science Pipelines
Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel
Diffeomorphic Counterfactuals with Generative Models
Çağkan Yapar, Ron Levie; Gitta Kutyniok, Giuseppe Caire
Real-time Localization Using Radio Maps
Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias, Volker Markl
In-Place Updates in Tree-Encoded Bitmaps
Philipp Keyl, Michael Bockmayr, Daniel Heim, Gabriel Dernbach, Gregoire Montavon, Klaus-Robert Müller, Frederick Klauschen
Patient-level proteomic network prediction by explainable artificial intelligence
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Servers via Intent Signaling
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?
Beate Federau, Olga Nicolaeva, Matteo Valleriani