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Arnab Phani, Matthias Boehm
MEMPHIS: Holistic Lineage-based Reuse and Memory Management for Multi-backend ML Systems
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
How Green is AutoML for Tabular Data?
Fatemeh Ahmadi, Marc Speckmann, Malte Fabian Kuhlmann, Ziawasch Abedjan
MaTElDa: Multi-Table Error Detection
Anastasiia Kozar, Janis von Bleichert, Sebastian Breß, Philipp M. Grulich, Clemens Lutz, Tilmann Rabl, Viktor Rosenfeld, Jonas Traub, Steffen Zeuch, Volker Markl et al.
Query Processing on Heterogeneous Hardware
Frederik Pahde, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek
Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data
Jonas Klotz, Baris Büyüktas, Begüm Demir
COMMUNICATION-EFFICIENTFEDERATEDLEARNINGBASEDON EXPLANATION-GUIDEDPRUNINGFORREMOTESENSINGIMAGECLASSIFICATION
Jonas Klotz, Barış Büyüktaş, Begüm Demir
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification
Thomas Schnake, Farnoush Rezaei Jafaria, Jonas Lederer, Ping Xiong, Shinichi Nakajima, Stefan Gugler, Grégoire Montavon, Klaus-Robert Müller
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features
Thomas Bodner, Theo Radig, David Justen, Daniel Ritter, Tilmann Rabl
An Empirical Evaluation of Serverless Cloud Infrastructure for Large-Scale Data Processing
Maximilian Alber, Stephan Tietz, Jonas Dippel, Timo Milbich, Timothée Lesort, Panos Korfiatis, Moritz Krügener, Beatriz Perez Cancer, Neelay Shah, Alexander Möllers et al.