2 citations · 2 across the 2 of their papers we have counts for
4 papers
A Hierarchical Deep Neural Network for Detecting Lines of Codes with Vulnerabilities
Arash Mahyari
Software vulnerabilities, caused by unintentional flaws in source codes, are the main root cause of cyberattacks. Source code static analysis has been used extensively to detect th…
Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms
Arash Mahyari
Despite advancements in deep reinforcement learning algorithms, developing an effective exploration strategy is still an open problem. Most existing exploration strategies either a…
Physical Exercise Recommendation and Success Prediction Using Interconnected Recurrent Neural Networks
Arash Mahyari, Peter Pirolli
Unhealthy behaviors, e.g., physical inactivity and unhealthful food choice, are the primary healthcare cost drivers in developed countries. Pervasive computational, sensing, and co…
Domain Adaptation for Robot Predictive Maintenance Systems
Arash Golibagh Mahyari, Thomas Locker
Industrial robots play an increasingly important role in a growing number of fields. For example, robotics is used to increase productivity while reducing costs in various aspects…