#Uncertainty Quantification
Latest news articles tagged with "Uncertainty Quantification". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 UCTECG-Net: Uncertainty-aware Convolution Transformer ECG Network for Arrhythmia Detection
[USA]
arXiv:2602.16216v1 Announce Type: cross Abstract: Deep learning has improved automated electrocardiogram (ECG) classification, but limited insight into prediction reliability hinders its use in safet...
Related: #Artificial Intelligence in Healthcare, #Medical Signal Processing, #Deep Learning for ECG Analysis, #Safety‑Critical Decision Making -
🇺🇸 Transformers can do Bayesian Clustering
[USA]
arXiv:2510.24318v3 Announce Type: replace-cross Abstract: Bayesian clustering accounts for uncertainty but is computationally demanding at scale. Furthermore, real-world datasets often contain missin...
Related: #Machine Learning, #Bayesian Methods, #Transformers, #Data Imputation -
🇺🇸 Trust the uncertain teacher: distilling dark knowledge via calibrated uncertainty
[USA]
arXiv:2602.12687v1 Announce Type: cross Abstract: The core of knowledge distillation lies in transferring the teacher's rich 'dark knowledge'-subtle probabilistic patterns that reveal how classes are...
Related: #Knowledge Distillation, #Model Compression