Konstantinos Balaskas

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Genetic Optimization

Decision Tree Algorithm

Image Classification

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Embed. Syst. Lett.

Publications

Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. CoRR (2024)
Kilian Pfeiffer, Konstantinos Balaskas, Kostas Siozios, Jörg Henkel
Energy-Aware Heterogeneous Federated Learning via Approximate Systolic DNN Accelerators. CoRR (2024)
Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel
Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization. CoRR (2023)
Nikolay Penkov, Konstantinos Balaskas, Martin Rapp, Jörg Henkel
Differentiable Slimming for Memory-Efficient Transformers. IEEE Embed. Syst. Lett. 15 (4) (2023)
Konstantinos Balaskas, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits. CoRR (2022)
Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios
Automated Design Approximation to Overcome Circuit Aging. CoRR (2022)
Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (10) (2022)
Konstantinos Balaskas, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits. ISQED (2022)
Konstantinos Balaskas, Kostas Siozios
Fatigue Detection Using Deep Long Short-Term Memory Autoencoders. MOCAST (2021)
Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios
Automated Design Approximation to Overcome Circuit Aging. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (11) (2021)
Edward Korot, Zeyu Guan, Daniel Ferraz, Siegfried K. Wagner, Gongyu Zhang, Xiaoxuan Liu, Livia Faes, Nikolas Pontikos, Samuel G. Finlayson, Hagar Khalid, Gabriella Moraes, Konstantinos Balaskas, Alastair K. Denniston, Pearse A. Keane
Code-free deep learning for multi-modality medical image classification. Nat. Mach. Intell. 3 (4) (2021)
Abdullah Alfahaid, Tim Morris, Tim Cootes, Pearse A. Keane, Hagar Khalid, Nikolas Pontikos, Panagiotis I. Sergouniotis, Konstantinos Balaskas
A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images. MIUA (2019)
Konstantinos Balaskas, Kostas Siozios
ECG Analysis and Heartbeat Classification Based on Shallow Neural Networks. MOCAST (2019)
Tiziano Ronchetti, Peter Maloca, Emanuel Ramos de Carvalho, Tjebo F. C. Heeren, Konstantinos Balaskas, Adnan Tufail, Catherine Egan, Mali Okada, Selim Orgül, Christoph Jud, Philippe C. Cattin
Feasibility Study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2. COMPAY/OMIA@MICCAI (2018)