579 citations
- eBay (Ireland)IE3 papers
- Google (United States)US3 papers
- Centrum Wiskunde & InformaticaNL2 papers
- Georgia Institute of TechnologyUS2 papers
- Nanyang Technological UniversitySG2 papers
- National University of SingaporeSG2 papers
- Pennsylvania State UniversityUS2 papers
- University of Science and Technology of ChinaCN2 papers
- Amazon (United States)US1 paper
- Athens University of Economics and BusinessGR1 paper
- Atlanta Technical CollegeUS1 paper
- Brown UniversityUS1 paper
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2020★ 4 cited
Beware the Black-Box: on the Robustness of Recent Defenses to Adversarial Examples
Kaleel Mahmood, Deniz Gurevin, Marten van Dijk +1
Many defenses have recently been proposed at venues like NIPS, ICML, ICLR and CVPR. These defenses are mainly focused on mitigating white-box attacks. They do not properly examine…
cs.LG2019★ 1 cited
Efficient Multivariate Bandit Algorithm with Path Planning
Keyu Nie, Zezhong Zhang, Ted Tao Yuan +2
In this paper, we solve the arms exponential exploding issue in multivariate Multi-Armed Bandit (Multivariate-MAB) problem when the arm dimension hierarchy is considered. We propos…
cs.LG2018★ 12 cited
Credit Card Fraud Detection in e-Commerce: An Outlier Detection Approach
Utkarsh Porwal, Smruthi Mukund
Often the challenge associated with tasks like fraud and spam detection is the lack of all likely patterns needed to train suitable supervised learning models. This problem accentu…