| Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder
|
2020 |
Safi, Abdullah Al |
| Dual Sequential Variational Autoencoders for Fraud Detection
|
2020 |
Alazizi, Ayman |
| Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams
|
2020 |
Bahri, Maroua |
| GraphMDL: Graph Pattern Selection Based on Minimum Description Length
|
2020 |
Bariatti, Francesco |
| Evaluation of CNN Performance in Semantically Relevant Latent Spaces
|
2020 |
Doorenmalen, Jeroen van |
| Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams
|
2020 |
Olascoaga, Laura Isabel Galindez |
| Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics
|
2020 |
Ghoshal, Biraja |
| Adversarial Attacks Hidden in Plain Sight
|
2020 |
Göpfert, Jan Philip |
| Percolation-Based Detection of Anomalous Subgraphs in Complex Networks
|
2020 |
Larroche, Corentin |
| A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization
|
2020 |
Mey, Alexander |
| Event Recognition Based on Classification of Generated Image Captions
|
2020 |
Savchenko, Andrey V. |
| Aleatoric and Epistemic Uncertainty with Random Forests
|
2020 |
Shaker, Mohammad Hossein |
| Supervised Phrase-Boundary Embeddings
|
2020 |
Singh, Manni |
| A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks
|
2020 |
Atamna, Asma |
| Ising-Based Consensus Clustering on Specialized Hardware
|
2020 |
Cohen, Eldan |
| Transfer Learning by Learning Projections from Target to Source
|
2020 |
Cornuéjols, Antoine |
| Vouw: Geometric Pattern Mining Using the MDL Principle
|
2020 |
Faas, Micky |
| Addressing the Resolution Limit and the Field of View Limit in Community Mining
|
2020 |
Gharaghooshi, Shiva Zamani |
| Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction
|
2020 |
Mendes-Moreira, João |
| AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model
|
2020 |
Nguyen, Tien-Dung |
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