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20162019
most citedAdversarial Deep Learning for Robust Detection of Binary Encoded Malware

38 citations · 181 across the 15 of their papers we have counts for

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3 papers · 1 filter

math.OC2016★ 3 cited

Multi-Objective Simultaneous Optimistic Optimization

Abdullah Al-Dujaili, S. Suresh

Optimistic methods have been applied with success to single-objective optimization. Here, we attempt to bridge the gap between optimistic methods and multi-objective optimization.…

cs.AI2016★ 1 cited

Embedded Bandits for Large-Scale Black-Box Optimization

Abdullah Al-Dujaili, S. Suresh

Random embedding has been applied with empirical success to large-scale black-box optimization problems with low effective dimensions. This paper proposes the EmbeddedHunter algori…

math.OC2016★ 7 cited

BMOBench: Black-Box Multi-Objective Optimization Benchmarking Platform

Abdullah Al-Dujaili, S. Suresh

This document briefly describes the Black-Box Multi-Objective Optimization Benchmarking (BMOBench) platform. It presents the test problems, evaluation procedure, and experimental s…