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06/23/2021
Learning Explainable Representations of Malware Behavior
We address the problems of identifying malware in network telemetry logs...
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09/29/2017
Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models
The interest in accelerating black-box optimizers has resulted in severa...
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08/31/2015
Model Guided Sampling Optimization for Low-dimensional Problems
Optimization of very expensive black-box functions requires utilization ...
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11/28/2014