Improved CNN classification accuracy with the addition of shallow cascading CNNs. - Vasileios Pentsos; Bijay Raj Paudel; Spyros Tragoudas; Kiriti Nagesh Gowda; Mike Schmit (ICMLA, 2021)

Detection and Quantization of Data Drift in Image Classification Neural Networks. - Danushka Senarathna; Spyros Tragoudas; Kiriti Nagesh Gowda; Mike Schmit (HPSR, 2023)

Energy-Aware DNN Task Scheduling with Dynamic Batching and Frequency Adjustment. - Vasileios Pentsos; Spyros Tragoudas; Kiriti Nagesh Gowda; Mike Schmit (ISQED, 2025)