Differentially Private Active Learning: Balancing Effective Data Selection and Privacyby Kristian Schwethelm, Johannes Kaiser, Jonas…
Targeted synthetic data generation for tabular data via hardness characterizationby Tommaso Ferracci, Leonie Tabea Goldmann,…
Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusionby Lakshmi NairFirst submitted to arxiv on:…
Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcareby Prasenjit Maji,…
Incorporating Arbitrary Matrix Group Equivariance into KANsby Lexiang Hu, Yisen Wang, Zhouchen LinFirst submitted to…
Using fractal dimension to predict the risk of intra cranial aneurysm rupture with machine learningby…
(Almost) Smooth Sailing: Towards Numerical Stability of Neural Networks Through Differentiable Regularization of the Condition…
Probabilistic Classification of Near-Surface Shallow-Water Sediments using A Portable Free-Fall Penetrometerby Md Rejwanur Rahman, Adrian…
Preconditioning for Accelerated Gradient Descent Optimization and Regularizationby Qiang YeFirst submitted to arxiv on: 30…
Best Practices for Responsible Machine Learning in Credit Scoringby Giovani Valdrighi, Athyrson M. Ribeiro, Jansen…