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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
Hartmut Maennel, Oliver T. Unke, Klaus-Robert Müller
Complete and Efficient Covariants for Three-Dimensional Point Configurations with Application to Learning Molecular Quantum Properties
J. Thorben Frank, Stefan Chmiela, Klaus-Robert Müller, Oliver T. Unke
Euclidean Fast Attention: Machine Learning Global Atomic Representations at Linear Cost
Johanna Vielhaben, Dilyara Bareeva, Jim Berend, Wojciech Samek, Nils Strodthoff
Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers
Amnon Bleich, Antje Linnemann, Bjoern H. Diem, Tim OF Conrad
Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning
Ali Ganbarov, Jicheng Yuan, Anh Le-Tuan, Manfred Hauswirth, Danh Le-Phuoc
Experimental comparison of graph-based approximate nearest neighbor search algorithms on edge devices
Florian Bley, Sebastian Lapuschkin, Wojciech Samek, Grégoire Montavon
Explaining Predictive Uncertainty by Exposing Second-Order Effects
Serafeim Papadias