Title	Publication Date	Language	Citations
TOCOL: improving contextual representation of pre-trained language models via token-level contrastive learning	2024/03/18	English
Glacier: guided locally constrained counterfactual explanations for time series classification	2024/03/13	English
Optimal clustering from noisy binary feedback	2024/03/22	English
Gradient boosted trees for evolving data streams	2024/03/22	English
Bounding the Rademacher complexity of Fourier neural operators	2024/03/26	English
Structure discovery in PAC-learning by random projections	2024/03/26	English
When are they coming? Understanding and forecasting the timeline of arrivals at the FC Barcelona stadium on match days	2024/03/26	English
Unsupervised discretization by two-dimensional MDL-based histogram	2023/02/16	English
Diverse and consistent multi-view networks for semi-supervised regression	2023/02/16	English
Empirical analysis of performance assessment for imbalanced classification	2024/01/23	English
DynamiSE: dynamic signed network embedding for link prediction	2024/01/23	English
Utilising energy function and variational inference training for learning a graph neural network architecture	2024/01/23	English
On the effects of biased quantum random numbers on the initialization of artificial neural networks	2024/01/16	English
OT-net: a reusable neural optimal transport solver	2024/01/16	English
Communication-efficient clustered federated learning via model distance	2024/01/17	English
On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects	2024/01/17	English
Weighted neural tangent kernel: a generalized and improved network-induced kernel	2023/07/20	English
MapFlow: latent transition via normalizing flow for unsupervised domain adaptation	2023/07/12	English
Lagrangian objective function leads to improved unforeseen attack generalization	2023/06/20	English
Explanatory machine learning for sequential human teaching	2023/06/28	English
Learning to increase the power of conditional randomization tests	2023/02/02	English
Circular-symmetric correlation layer	2022/12/28	English
Automated imbalanced classification via layered learning	2022/12/28	English
PolieDRO: a novel classification and regression framework with non-parametric data-driven regularization	2024/04/15	English
A survey on interpretable reinforcement learning	2024/04/19	English
From MNIST to ImageNet and back: benchmarking continual curriculum learning	2024/04/22	English
Coresets for kernel clustering	2024/04/22	English
Reversible jump attack to textual classifiers with modification reduction	2024/04/22	English
Learning domain invariant representations of heterogeneous image data	2023/08/28	English
Spike2CGR: an efficient method for spike sequence classification using chaos game representation	2023/08/28	English