A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks
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2020 |
Atamna, Asma |
Ising-Based Consensus Clustering on Specialized Hardware
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2020 |
Cohen, Eldan |
Transfer Learning by Learning Projections from Target to Source
|
2020 |
Cornuéjols, Antoine |
Vouw: Geometric Pattern Mining Using the MDL Principle
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2020 |
Faas, Micky |
Addressing the Resolution Limit and the Field of View Limit in Community Mining
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2020 |
Gharaghooshi, Shiva Zamani |
Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction
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2020 |
Mendes-Moreira, João |
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model
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2020 |
Nguyen, Tien-Dung |
Improving Prediction with Causal Probabilistic Variables
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2020 |
Nogueira, Ana Rita |
Master Your Metrics with Calibration
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2020 |
Siblini, Wissam |
Interpretable Neuron Structuring with Graph Spectral Regularization
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2020 |
Tong, Alexander |
Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions
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2020 |
Rueden, Laura von |
Towards Content Sensitivity Analysis
|
2020 |
Battaglia, Elena |
Even Faster Exact k-Means Clustering
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2020 |
Borgelt, Christian |
Gibbs Sampling Subjectively Interesting Tiles
|
2020 |
Bendimerad, Anes |
A Consensus Approach to Improve NMF Document Clustering
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2020 |
Febrissy, Mickael |
Overlapping Hierarchical Clustering (OHC)
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2020 |
Jeantet, Ian |
Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code
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2020 |
Höppner, Frank |
A Late-Fusion Approach to Community Detection in Attributed Networks
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2020 |
Liu, Chang |
Detection of Derivative Discontinuities in Observational Data
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2020 |
Ninevski, Dimitar |
DO-U-Net for Segmentation and Counting: Applications to Satellite and Medical Images
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2020 |
Overton, Toyah |