52 citations · 80 across the 5 of their papers we have counts for
5 papers
Batch Active Learning via Coordinated Matching
Javad Azimi, Alan Fern, Xiaoli Zhang-Fern +2
Most prior work on active learning of classifiers has focused on sequentially selecting one unlabeled example at a time to be labeled in order to reduce the overall labeling effort…
A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization
Ali Jalali, Javad Azimi, Xiaoli Fern +1
The problem of optimizing unknown costly-to-evaluate functions has been studied for a long time in the context of Bayesian Optimization. Algorithms in this field aim to find the op…
Hybrid Batch Bayesian Optimization
Javad Azimi, Ali Jalali, Xiaoli Fern
Bayesian Optimization aims at optimizing an unknown non-convex/concave function that is costly to evaluate. We are interested in application scenarios where concurrent function eva…
The Impact of Visual Appearance on User Response in Online Display Advertising
Javad Azimi, Ruofei Zhang, Yang Zhou +3
Display advertising has been a significant source of revenue for publishers and ad networks in online advertising ecosystem. One of the main goals in display advertising is to maxi…
Dynamic Batch Bayesian Optimization
Javad Azimi, Ali Jalali, Xiaoli Fern
Bayesian optimization (BO) algorithms try to optimize an unknown function that is expensive to evaluate using minimum number of evaluations/experiments. Most of the proposed algori…