Vasileios Pentsos

According to our database, Vasileios Pentsos authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Improved Image Classification using Lightweight Deep Neural Network Enhancements.

Vasileios Pentsos, Spyros Tragoudas, Kiriti Nagesh Gowda, Mike Schmit

ACM Trans. Intell. Syst. Technol., February, 2026

2025

A Hybrid LSTM-Transformer Model for Power Load Forecasting.

Vasileios Pentsos, Spyros Tragoudas, Jason Wibbenmeyer, Nasser Khdeer

IEEE Trans. Smart Grid, May, 2025

A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers.

Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, Vasileios Pentsos, Andreas Karatzas, Spyros Tragoudas, Iraklis Anagnostopoulos

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

Energy-Aware DNN Task Scheduling with Dynamic Batching and Frequency Adjustment.

Vasileios Pentsos, Spyros Tragoudas, Kiriti Nagesh Gowda, Mike Schmit

Proceedings of the 26th International Symposium on Quality Electronic Design, 2025

Leveraging Image Difficulty for Run-Time Adaptive DNN Inference on Embedded Devices.

Vasileios Pentsos, Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

2023

A statistical approach to improve CNN classification accuracy.

Vasileios Pentsos, Spyros Tragoudas

Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

2022

On the Resiliency of an Analog Memristive Architecture against Adversarial Attacks.

Bijay Raj Paudel, Vasileios Pentsos, Spyros Tragoudas

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

2021

Improved CNN classification accuracy with the addition of shallow cascading CNNs.

Vasileios Pentsos, Bijay Raj Paudel, Spyros Tragoudas, Kiriti Nagesh Gowda, Mike Schmit

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021