Abdullah Al-Dujaili
According to our database1,
Abdullah Al-Dujaili
authored at least 35 papers
between 2012 and 2021.
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Bibliography
2021
ACM Trans. Evol. Learn. Optim., 2021
2020
IEEE Trans. Very Large Scale Integr. Syst., 2020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search.
Proceedings of the AISec@CCS 2020: Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020
2019
Revisiting norm optimization for multi-objective black-box problems: a finite-time analysis.
J. Glob. Optim., 2019
Min-Max Optimization without Gradients: Convergence and Applications to Adversarial ML.
CoRR, 2019
2018
Pareto-aware strategies for faster convergence in multi-objective multi-scale search optimization.
Inf. Sci., 2018
CoRR, 2018
Multivariate Time-series Similarity Assessment via Unsupervised Representation Learning and Stratified Locality Sensitive Hashing: Application to Early Acute Hypotensive Episode Detection.
CoRR, 2018
CoRR, 2018
CoRR, 2018
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018
A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
J. Glob. Optim., 2016
Inf. Sci., 2016
Multi-Objective Self Regulating Particle Swarm Optimization algorithm for BMOBench platform.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
On the Performance of Particle Swarm Optimization Algorithms in Solving Cheap Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Empirical Assessment of Human Learning Principles Inspired PSO Algorithms on Continuous Black-Box Optimization Testbed.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2015
GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2012
Proceedings of the 2012 International Conference on Field-Programmable Technology, 2012