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Multi-model Ensemble Conformal Prediction in Dynamic Environments
Most machine learning algorithm designs aim to enhance label prediction accuracy.
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Learning-Augmented Algorithms for the Bahncard Problem
In this paper, we study learning-augmented algorithms for the Bahncard problem.
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Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
Sequential recommender systems are designed to capture users' evolving interests
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Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks
Aya Abdelsalam Ismail, Mohamed Gunady, Luiz Pessoa, Hector Corrada Bravo, Soheil Feizi
Neural Information Processing Systems http://nips.cc/
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Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces
Motoya Ohnishi, Masahiro Yukawa, Mikael Johansson, Masashi Sugiyama
Neural Information Processing Systems http://nips.cc/
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