Title	Publication Date	Language	Citations
Training data influence analysis and estimation: a survey	2024/03/29	English
Understanding transfer learning and gradient-based meta-learning techniques	2023/12/12	English
Smoclust: synthetic minority oversampling based on stream clustering for evolving data streams	2023/12/18	English
Online semi-supervised learning of composite event rules by combining structure and mass-based predicate similarity	2023/12/15	English
Modeling PU learning using probabilistic logic programming	2023/11/27	English
Understanding imbalanced data: XAI & interpretable ML framework	2024/01/16	English
Knowledge-aware image understanding with multi-level visual representation enhancement for visual question answering	2023/12/12	English
Towards accurate knowledge transfer via target-awareness representation disentanglement	2023/12/12	English
Learning sample-aware threshold for semi-supervised learning	2024/01/18	English
Margin distribution and structural diversity guided ensemble pruning	2024/01/18	English
A geometric framework for multiclass ensemble classifiers	2023/09/27	English
Multi-armed bandits with dependent arms	2023/11/20	English
GMMSampling: a new model-based, data difficulty-driven resampling method for multi-class imbalanced data	2023/11/20	English
Efficient zeroth-order proximal stochastic method for nonconvex nonsmooth black-box problems	2023/11/20	English
Dynamic weighted ensemble for diarrhoea incidence predictions	2023/11/20	English
Softmin discrete minimax classifier for imbalanced classes and prior probability shifts	2023/11/20	English
Cost-sensitive sparse group online learning for imbalanced data streams	2023/11/20	English
Meta-classifier free negative sampling for extreme multilabel classification	2023/11/20	English
Composite score for anomaly detection in imbalanced real-world industrial dataset	2023/11/20	English
Optimizing model-agnostic random subspace ensembles	2023/11/08	English
GVFs in the real world: making predictions online for water treatment	2023/11/08	English
A general framework for the practical disintegration of PAC-Bayesian bounds	2023/10/11	English
Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning	2023/11/06	English
Textmatcher: cross-attentional neural network to compare image and text	2023/11/06	English
Composition of relational features with an application to explaining black-box predictors	2023/10/26	English
Deep intrinsically motivated exploration in continuous control	2023/10/26	English
Ijuice: integer JUstIfied counterfactual explanations	2024/03/26	English
Personalization for web-based services using offline reinforcement learning	2024/03/28	English
Stress detection with encoding physiological signals and convolutional neural network	2024/03/15	English
Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling?	2024/03/27	English