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cs.LG2024
Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey
Naveen Karunanayake, Ravin Gunawardena, Suranga Seneviratne +1
Deep neural networks (DNNs) deployed in real-world applications can encounter out-of-distribution (OOD) data and adversarial examples. These represent distinct forms of distributio…
cs.LG2021
Data-Driven Simulation of Ride-Hailing Services using Imitation and Reinforcement Learning
Haritha Jayasinghe, Tarindu Jayatilaka, Ravin Gunawardena +1
The rapid growth of ride-hailing platforms has created a highly competitive market where businesses struggle to make profits, demanding the need for better operational strategies.…