Konstantinos Balaskas

Orcid: 0000-0003-2886-6896

According to our database1, Konstantinos Balaskas authored at least 16 papers between 2018 and 2025.

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Bibliography

2025
Compact Yet Highly Accurate Printed Classifiers Using Sequential Support Vector Machine Circuits.
CoRR, February, 2025

Late Breaking Results: Leveraging Approximate Computing for Carbon-Aware DNN Accelerators.
CoRR, February, 2025

Late Breaking Results: Energy-Efficient Printed Machine Learning Classifiers with Sequential SVMs.
CoRR, January, 2025

2024
Heterogeneous Accelerator Design for Multi-DNN Workloads via Heuristic Optimization.
IEEE Embed. Syst. Lett., December, 2024

Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization.
IEEE Trans. Emerg. Top. Comput., 2024

Energy-Aware Heterogeneous Federated Learning via Approximate Systolic DNN Accelerators.
CoRR, 2024

Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

2023
Differentiable Slimming for Memory-Efficient Transformers.
IEEE Embed. Syst. Lett., December, 2023

2022
Variability-Aware Approximate Circuit Synthesis via Genetic Optimization.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits.
Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

2021
Automated Design Approximation to Overcome Circuit Aging.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Code-free deep learning for multi-modality medical image classification.
Nat. Mach. Intell., 2021

Fatigue Detection Using Deep Long Short-Term Memory Autoencoders.
Proceedings of the 10th International Conference on Modern Circuits and Systems Technologies, 2021

2019
ECG Analysis and Heartbeat Classification Based on Shallow Neural Networks.
Proceedings of the 8th International Conference on Modern Circuits and Systems Technologies, 2019

A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

2018
Feasibility Study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018


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