Towards Efficient and Scalable Training of Differentially Private Deep Learningby Sebastian Rodriguez Beltran, Marlon Tobaben,…
XAMI – A Benchmark Dataset for Artefact Detection in XMM-Newton Optical Imagesby Elisabeta-Iulia Dima, Pablo…
Stacked Confusion Reject Plots (SCORE)by Stephan Hasler, Lydia FischerFirst submitted to arxiv on: 25 Jun…
Unveiling LLM Mechanisms Through Neural ODEs and Control Theoryby Yukun Zhang, Qi DongFirst submitted to…
MD tree: a model-diagnostic tree grown on loss landscapeby Yefan Zhou, Jianlong Chen, Qinxue Cao,…
Machine Unlearning with Minimal Gradient Dependence for High Unlearning Ratiosby Tao Huang, Ziyang Chen, Jiayang…
Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learningby Ziyu Zhao, Leilei Gan, Guoyin Wang,…
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic…
Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selectionby Quentin Renau, Emma HartFirst…
Deep Learning for Prediction and Classifying the Dynamical behaviour of Piecewise Smooth Mapsby Vismaya V…