STAND: Data-Efficient and Self-Aware Precondition Induction for Interactive Task Learningby Daniel Weitekamp, Kenneth KoedingerFirst submitted…
Automated Discovery of Pairwise Interactions from Unstructured Databy Zuheng, Moksh Jain, Ali Denton, Shawn Whitfield,…
A Scalable Algorithm for Active Learningby Youguang Chen, Zheyu Wen, George BirosFirst submitted to arxiv…
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regressionby Youguang Chen, George BirosFirst submitted to…
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Studyby Ilias Siniosoglou, Vasileios Argyriou,…
Active learning for regression in engineering populations: A risk-informed approachby Daniel R. Clarkson, Lawrence A.…
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketchingby Nan Jiang, Md Nasim,…
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equationsby Richard Bergna, Sergio Calvo-Ordoñez, Felix…
Active learning of digenic functions with boolean matrix logic programmingby Lun Ai, Stephen H. Muggleton,…
Understanding Uncertainty-based Active Learning Under Model Mismatchby Amir Hossein Rahmati, Mingzhou Fan, Ruida Zhou, Nathan…