Automated Knowledge Graph Learning in Industrial Processesby Lolitta Ammann, Jorge Martinez-Gil, Michael Mayr, Georgios C.…
Efficient Bit Labeling in Factorization Machines with Annealing for Traveling Salesman Problemby Shota Koshikawa, Aruto…
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learningby Yifang Chen, Shuohang Wang, Ziyi…
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecastsby Romain Pic, Clément Dombry, Philippe…
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasksby Wataru Hashimoto, Hidetaka Kamigaito,…
Equidistribution-based training of Free Knot Splines and ReLU Neural Networksby Simone Appella, Simon Arridge, Chris…
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detectionby Chunjing Xiao, Shikang Pang, Xovee…
Structure-Aware Consensus Network on Graphs with Few Labeled Nodesby Shuaike Xu, Xiaolin Zhang, Peng Zhang,…
Attack-Aware Noise Calibration for Differential Privacyby Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio du…
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuningby Jiaru Zou,…