Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causalityby Jiangmeng Li, Bin…
Revisiting Spurious Correlation in Domain Generalizationby Bin Qin, Jiangmeng Li, Yi Li, Xuesong Wu, Yupeng…
Do Parameters Reveal More than Loss for Membership Inference?by Anshuman Suri, Xiao Zhang, David EvansFirst…
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networksby Tobias Lorenz, Marta Kwiatkowska,…
Explainable Artificial Intelligence and Multicollinearity : A Mini Review of Current Approachesby Ahmed M SalihFirst…
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,…
Management Decisions in Manufacturing using Causal Machine Learning – To Rework, or not to Rework?by…
Cross-domain Open-world Discoveryby Shuo Wen, Maria BrbicFirst submitted to arxiv on: 17 Jun 2024CategoriesMain: Machine…