Fair Anomaly Detection For Imbalanced Groupsby Ziwei Wu, Lecheng Zheng, Yuancheng Yu, Ruizhong Qiu, John…
Fairness in Survival Analysis with Distributionally Robust Optimizationby Shu Hu, George H. ChenFirst submitted to…
A Simpler Alternative to Variational Regularized Counterfactual Risk Minimizationby Hua Chang Bakker, Shashank Gupta, Harrie…
Y-Drop: A Conductance based Dropout for fully connected layersby Efthymios Georgiou, Georgios Paraskevopoulos, Alexandros PotamianosFirst…
Bounds on the Generalization Error in Active Learningby Vincent Menden, Yahya Saleh, Armin IskeFirst submitted…
Improving Analog Neural Network Robustness: A Noise-Agnostic Approach with Explainable Regularizationsby Alice Duque, Pedro Freire,…
Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learningby Hanyang Zhao,…
Rethinking Meta-Learning from a Learning Lensby Jingyao Wang, Wenwen Qiang, Chuxiong Sun, Changwen Zheng, Jiangmeng…
Learning Causally Invariant Reward Functions from Diverse Demonstrationsby Ivan Ovinnikov, Eugene Bykovets, Joachim M. BuhmannFirst…
Edge-Wise Graph-Instructed Neural Networksby Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco VaccarinoFirst submitted to…