3 citations · 10 across the 7 of their papers we have counts for
3 papers · 1 filter
Long-run Behaviour of Multi-fidelity Bayesian Optimisation
Gbetondji J-S Dovonon, Jakob Zeitler
Multi-fidelity Bayesian Optimisation (MFBO) has been shown to generally converge faster than single-fidelity Bayesian Optimisation (SFBO) (Poloczek et al. (2017)). Inspired by rece…
Towards a Better Understanding of the Computer Vision Research Community in Africa
Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab +11
Computer vision is a broad field of study that encompasses different tasks (e.g., object detection). Although computer vision is relevant to the African communities in various appl…
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
Aengus Lynch, Gbètondji J-S Dovonon, Jean Kaddour +1
The problem of spurious correlations (SCs) arises when a classifier relies on non-predictive features that happen to be correlated with the labels in the training data. For example…