Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Variational Quantum Optimization with Continuous Bandits
Marc Wanner, Johan Jonasson, Emil Carlsson +1
We introduce a novel approach to variational Quantum algorithms (VQA) via continuous bandits. VQA are a class of hybrid Quantum-classical algorithms where the parameters of Quantum…
cs.LG2025
Posterior Sampling of Probabilistic Word Embeddings
Väinö Yrjänäinen, Isac Boström, Måns Magnusson +1
Quantifying uncertainty in word embeddings is crucial for reliable inference from textual data. However, existing Bayesian methods such as Hamiltonian Monte Carlo (HMC) and mean-fi…