Nature

Photonic probabilistic machine learning using quantum vacuum noise

Probabilistic machine learning utilizes controllable sources of randomness to encode uncertainty and enable statistical modeling. Harnessing the pure randomness of quantum vacuum noise, which stems ...
Helsinki

Postdoc position in Probabilistic Machine Learning and Amortized Inference

The Department of Computer Science, Faculty of Science, University of Helsinki invites applications for a Postdoctoral Researcher in Probabilistic Machine Learning and Amortized Inference. The is an ...
Helsinki

Postdoctoral position in Sample-Efficient Probabilistic Machine Learning

The Department of Computer Science, Faculty of Science, University of Helsinki invites applications for a Postdoctoral Researcher in Sample-Efficient Probabilistic Machine Learning. The is an ...
Nature

Probabilistic analysis of active earth pressures in spatially variable soils using machine learning and confidence intervals

This study introduces a probabilistic framework for assessing active earth pressures in soils exhibiting spatial variability in friction angles and unit weight. These properties are modeled using ...