RobBERT: a Dutch RoBERTa-based Language Model. Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models. On the Texture Bias for Few-Shot CNN Segmentation. AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data. TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Netwo …

Data and Model Dependencies of Membership Inference Attack. Block Switching: A Stochastic Approach for Deep Learning Security. Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers. Semantic Robustness of Models of Source Code. Fine-grained Image-to-Image Transformation t …

Reservoir computing model of two-dimensional turbulent convection. Contextual Constrained Learning for Dose-Finding Clinical Trials. A Theory of Usable Information Under Computational Constraints. Fairness in ad auctions through inverse proportionality. Practical Annotation Strategies for Question Answering Datasets. Differentially Private k-Means …

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. Multilevel Acyclic Hypergraph Partitioning. Undersensitivity in Neural Reading Comprehension. Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. Practical Fast Gradient Sign Attack a …

Generating Biased Datasets for Neural Natural Language Processing. Conditional generation of molecules from disentangled representations. Shallow VAEs with RealNVP Prior Can Perform as Well as Deep Hierarchical VAEs. On PAC-Bayes Bounds for Deep Neural Networks using the Loss Curvature. Laconic Image Classification: Human vs. Machine Performance. A …