Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machine…
GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanationsby Rick Wilming, Artur…
On GNN explanability with activation rulesby Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline…
Is Efficient PAC Learning Possible with an Oracle That Responds ‘Yes’ or ‘No’?by Constantinos Daskalakis,…
Edge Classification on Graphs: New Directions in Topological Imbalanceby Xueqi Cheng, Yu Wang, Yunchao Liu,…
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classificationby Zhipeng Deng, Yuqiao Yang,…
They’re All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Biasby Salma Abdel Magid, Jui-Hsien Wang,…
Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasksby Peter Samoaa, Mehrdad Farahani, Antonio…
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuningby Tian Liu, Huixin Zhang, Shubham Parashar, Shu KongFirst submitted…
Probing the Decision Boundaries of In-context Learning in Large Language Modelsby Siyan Zhao, Tung Nguyen,…