46 citations · 50 across the 4 of their papers we have counts for
4 papers
On Preference Learning Based on Sequential Bayesian Optimization with Pairwise Comparison
Tanya Ignatenko, Kirill Kondrashov, Marco Cox +1
User preference learning is generally a hard problem. Individual preferences are typically unknown even to users themselves, while the space of choices is infinite. Here we study u…
A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms
Marco Cox, Thijs van de Laar, Bert de Vries
The benefits of automating design cycles for Bayesian inference-based algorithms are becoming increasingly recognized by the machine learning community. As a result, interest in pr…
A Probabilistic Modeling Approach to One-Shot Gesture Recognition
Anouk van Diepen, Marco Cox, Bert de Vries
Gesture recognition enables a natural extension of the way we currently interact with devices. Commercially available gesture recognition systems are usually pre-trained and offer…
A Bayesian binary classification approach to pure tone audiometry
Marco Cox, Bert de Vries
The pure tone hearing threshold is usually estimated from responses to stimuli at a set of standard frequencies. This paper describes a probabilistic approach to the estimation pro…