III: Medium: Collaborative Research: Principled Uncertainty Quantification in Deep Learning Models for Time Series Analysis
While deep learning has achieved enormous success in time series predictive analysis, a key bottleneck of such models is that they are ignorant about the uncertainties in their predictions. A consequence is that they can produce wildly wrong predictions ...
While deep learning has achieved enormous success in time series predictive analysis, a key bottleneck of such models is that they are ignorant about the uncertainties in their predictions. A consequence is that they can produce wildly wrong predictions ...
consequence, uncertainties, models, wrong predictions, key bottleneck, enormous success, deep learning, time series predictive analysis
