Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guaranteesby Edgar Jaber, Vincent Blot, Nicolas…
Combining Machine Learning and Ontology: A Systematic Literature Reviewby Sarah Ghidalia, Ouassila Labbani Narsis, Aurélie…
Improving OCR Quality in 19th Century Historical Documents Using a Combined Machine Learning Based Approachby…
The Effects of Data Imbalance Under a Federated Learning Approach for Credit Risk Forecastingby Shuyao…
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategyby Chengli Tan, Jiangshe Zhang, Junmin Liu, Yicheng…
Reliability and Interpretability in Science and Deep Learningby Luigi ScorzatoFirst submitted to arxiv on: 14…
Cross Domain Early Crop Mapping using CropSTGANby Yiqun Wang, Hui Huang, Radu StateFirst submitted to…
Gradient Coreset for Federated Learningby Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh Iyer, Ganesh RamakrishnanFirst submitted to…
COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policyby Lu Wang, Mayukh Das, Fangkai…
An Axiomatic Approach to Model-Agnostic Concept Explanationsby Zhili Feng, Michal Moshkovitz, Dotan Di Castro, J.…