Hyperspherical Weight Uncertainty in Neural Networks
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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 |
Partially Monotonic Learning for Neural Networks
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2021 |
Trindade, Joana |
Intelligent Structural Damage Detection: A Federated Learning Approach
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2021 |
Anaissi, Ali |
Active Selection of Classification Features
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2021 |
Kok, Thomas T. |
SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin!
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2021 |
Prouteau, Thibault |
Detection of Contextual Anomalies in Attributed Graphs
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2021 |
Vaudaine, Rémi |