7 citations · 10 across the 5 of their papers we have counts for
5 papers
Gender mobility in the labor market with skills-based matching models
Ajaya Adhikari, Steven Vethman, Daan Vos +4
Skills-based matching promises mobility of workers between different sectors and occupations in the labor market. In this case, job seekers can look for jobs they do not yet have e…
PERFEX: Classifier Performance Explanations for Trustworthy AI Systems
Erwin Walraven, Ajaya Adhikari, Cor J. Veenman
Explainability of a classification model is crucial when deployed in real-world decision support systems. Explanations make predictions actionable to the user and should inform abo…
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models
S. Vethman, A. Adhikari, M. H. T. de Boer +2
Discriminatory job vacancies are disapproved worldwide, but remain persistent. Discrimination in job vacancies can be explicit by directly referring to demographic memberships of c…
Adversarial Patch Camouflage against Aerial Detection
Ajaya Adhikari, Richard den Hollander, Ioannis Tolios +9
Detection of military assets on the ground can be performed by applying deep learning-based object detectors on drone surveillance footage. The traditional way of hiding military a…
LEAFAGE: Example-based and Feature importance-based Explanationsfor Black-box ML models
Ajaya Adhikari, D. M. J Tax, Riccardo Satta +1
As machine learning models become more accurate, they typically become more complex and uninterpretable by humans. The black-box character of these models holds back its acceptance…