2 papers
cs.CV2018
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation
Luisa Polania, Dongning Wang, Glenn Fung
Ordinal regression aims to classify instances into ordinal categories. In this paper, body mass index (BMI) category estimation from facial images is cast as an ordinal regression…
cs.HC2016
Evaluating Crowdsourcing Participants in the Absence of Ground-Truth
Ramanathan Subramanian, Romer Rosales, Glenn Fung +1
Given a supervised/semi-supervised learning scenario where multiple annotators are available, we consider the problem of identification of adversarial or unreliable annotators.