Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical databy Jose L. Salmeron, Irina Arévalo,…
Tracking Changing Probabilities via Dynamic Learnersby Omid MadaniFirst submitted to arxiv on: 15 Feb 2024CategoriesMain:…
Hierarchy Representation of Data in Machine Learningsby Han Yegang, Park Minjun, Byun Duwon, Park InkyuFirst…
Negative impact of heavy-tailed uncertainty and error distributions on the reliability of calibration statistics for…
How Flawed Is ECE? An Analysis via Logit Smoothingby Muthu Chidambaram, Holden Lee, Colin McSwiggen,…
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detectionby Chao Chen, Zhihang Fu, Kai Liu, Ze…
Criterion Collapse and Loss Distribution Controlby Matthew J. HollandFirst submitted to arxiv on: 15 Feb…
Examining Pathological Bias in a Generative Adversarial Network Discriminator: A Case Study on a StyleGAN3…
Recommendations for Baselines and Benchmarking Approximate Gaussian Processesby Sebastian W. Ober, Artem Artemev, Marcel Wagenländer,…
COVIDHealth: A Benchmark Twitter Dataset and Machine Learning based Web Application for Classifying COVID-19 Discussionsby…