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2021 |
Ghoshal, Biraja |
| Simple, Efficient and Convenient Decentralized Multi-task Learning for Neural Networks
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2021 |
Pilet, Amaury Bouchra |
| Deep Hybrid Neural Networks with Improved Weighted Word Embeddings for Sentiment Analysis
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2021 |
Othman, Rania |
| Explaining Neural Networks by Decoding Layer Activations
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2021 |
Schneider, Johannes |
| Incremental Search Space Construction for Machine Learning Pipeline Synthesis
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2021 |
Zöller, Marc-André |
| Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional Settings of Activity-Based Transportation Models
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2021 |
Kuzmanovski, Vladimir |
| Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware
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2021 |
Kalehbasti, Pouya Rezazadeh |
| Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots
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2021 |
Lee, Zed |
| SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout Constraints
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2021 |
Coetsee, Dirko |
| Multiple-manifold Generation with an Ensemble GAN and Learned Noise Prior
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2021 |
Amodio, Matthew |
| AVATAR—Automated Feature Wrangling for Machine Learning
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2021 |
Verbruggen, Gust |
| Unsupervised Methods for the Study of Transformer Embeddings
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2021 |
Saada, Mira Ait |
| A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces
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2021 |
Trad, Rafi |
| RTL: A Robust Time Series Labeling Algorithm
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2021 |
Leeuwen, Frederique van |
| The Compromise of Data Privacy in Predictive Performance
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2021 |
Carvalho, Tânia |
| Analogical Embedding for Analogy-Based Learning to Rank
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2021 |
Fahandar, Mohsen Ahmadi |
| HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data
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2021 |
Esteves, Diego |
| Revisiting Non-specific Syndromic Surveillance
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2021 |
Kulessa, Moritz |
| Adversarial Vulnerability of Active Transfer Learning
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2021 |
Müller, Nicolas M. |
| Gradient Ascent for Best Response Regression
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2021 |
Racher, Victoria |
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