Konstantinos Balaskas

37 papers A 5B 1C 1Journal 22Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Arbitrary Precision Printed Ternary Neural Networks with Holistic Evolutionary Approximation. CoRR Vojtech Mrazek, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Zdenek Vasícek, Mehdi B. Tahoori, Georgios Zervakis
2025	—	`conf`	Carbon-Efficient 3D DNN Acceleration: Optimizing Performance and Sustainability. ISVLSI Aikaterini Maria Panteleaki, Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Iraklis Anagnostopoulos
2025	J	`jnl`	Carbon-Efficient 3D DNN Acceleration: Optimizing Performance and Sustainability. CoRR Aikaterini Maria Panteleaki, Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Iraklis Anagnostopoulos
2025	C	`conf`	Compact Yet Highly Accurate Printed Classifiers Using Sequential Support Vector Machine Circuits. ISCAS Ilias Sertaridis, Spyridon Besias, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis
2025	J	`jnl`	Compact Yet Highly Accurate Printed Classifiers Using Sequential Support Vector Machine Circuits. CoRR Ilias Sertaridis, Spyridon Besias, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis
2025	B	`conf`	Computing with Printed and Flexible Electronics. ETS Mehdi B. Tahoori, Emre Ozer, Georgios Zervakis, Konstantinos Balaskas, Priyanjana Pal
2025	J	`jnl`	Computing with Printed and Flexible Electronics. CoRR Mehdi B. Tahoori, Emre Ozer, Georgios Zervakis, Konstantinos Balaskas, Priyanjana Pal
2025	J	`jnl`	Design and Optimization of Mixed-Kernel Mixed-Signal SVMs for Flexible Electronics. CoRR Florentia Afentaki, Maha Shatta, Konstantinos Balaskas, Georgios Panagopoulos, Georgios Zervakis, Mehdi B. Tahoori
2025	J	`jnl`	Energy-Aware Heterogeneous Federated Learning via Approximate DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Kilian Pfeiffer, Konstantinos Balaskas, Kostas Siozios, Jörg Henkel
2025	A	`conf`	Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables. ISLPED Florentia Afentaki, Sri Sai Rakesh Nakkilla, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Shiyi Jiang, Georgios Zervakis, Farshad Firouzi, Krishnendu Chakrabarty, Mehdi B. Tahoori
2025	J	`jnl`	Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables. CoRR Florentia Afentaki, Sri Sai Rakesh Nakkilla, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Shiyi Jiang, Georgios Zervakis, Farshad Firouzi, Krishnendu Chakrabarty, Mehdi B. Tahoori
2025	A	`conf`	Invited Paper: Feature-to-Classifier Co-Design for Mixed-Signal Smart Flexible Wearables for Healthcare at the Extreme Edge. ICCAD Maha Shatta, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Georgios Panagopoulos, Mehdi B. Tahoori, Georgios Zervakis
2025	J	`jnl`	Invited Paper: Feature-to-Classifier Co-Design for Mixed-Signal Smart Flexible Wearables for Healthcare at the Extreme Edge. CoRR Maha Shatta, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Georgios Panagopoulos, Mehdi B. Tahoori, Georgios Zervakis
2025	A	`conf`	Late Breaking Results: Energy-Efficient Printed Machine Learning Classifiers with Sequential SVMs. DATE Spyridon Besias, Ilias Sertaridis, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis
2025	J	`jnl`	Late Breaking Results: Energy-Efficient Printed Machine Learning Classifiers with Sequential SVMs. CoRR Spyridon Besias, Ilias Sertaridis, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis
2025	A	`conf`	Late Breaking Results: Leveraging Approximate Computing for Carbon-Aware DNN Accelerators. DATE Aikaterini Maria Panteleaki, Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Iraklis Anagnostopoulos
2025	J	`jnl`	Late Breaking Results: Leveraging Approximate Computing for Carbon-Aware DNN Accelerators. CoRR Aikaterini Maria Panteleaki, Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Iraklis Anagnostopoulos
2025	A	`conf`	R ICCAD Georgios Mentzos, Valentin Alexander Frey, Konstantinos Balaskas, Georgios Zervakis, Jörg Henkel
2025	—	`conf`	Support Vector Machines Classification on Bendable RISC-V. ISVLSI Polykarpos Vergos, Theofanis Vergos, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis
2025	J	`jnl`	Support Vector Machines Classification on Bendable RISC-V. CoRR Polykarpos Vergos, Theofanis Vergos, Florentia Afentaki, Konstantinos Balaskas, Georgios Zervakis
2024	J	`jnl`	Energy-Aware Heterogeneous Federated Learning via Approximate Systolic DNN Accelerators. CoRR Kilian Pfeiffer, Konstantinos Balaskas, Kostas Siozios, Jörg Henkel
2024	J	`jnl`	Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization. IEEE Trans. Emerg. Top. Comput. Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel
2024	J	`jnl`	Heterogeneous Accelerator Design for Multi-DNN Workloads via Heuristic Optimization. IEEE Embed. Syst. Lett. Konstantinos Balaskas, Heba Khdr, Mohammed Bakr Sikal, Fabian Kreß, Kostas Siozios, Jürgen Becker, Jörg Henkel
2024	—	`conf`	Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction. UNSURE@MICCAI Biraja Ghoshal, William Woof, Bernardo Mendes, Saoud Al-Khuzaei, Thales Antonio Cabral De Guimaraes, Malena Daich Varela, Yichen Liu, Sagnik Sen, Siying Lin, Mital Shah, Yu Fujinami-Yokokawa, Andrew R. Webster, Omar A. Mahroo, Kaoru Fujinami, Frank G. Holz, Philipp Herrmann, Juliana Sallum, Konstantinos Balaskas, Savita Madhusudhan, Susan M. Downes, Michel Michaelides, Nikolas Pontikos
2024	J	`jnl`	Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. CoRR Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
2023	J	`jnl`	Differentiable Slimming for Memory-Efficient Transformers. IEEE Embed. Syst. Lett. Nikolay Penkov, Konstantinos Balaskas, Martin Rapp, Jörg Henkel
2023	J	`jnl`	Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization. CoRR Konstantinos Balaskas, Andreas Karatzas, Christos Sad, Kostas Siozios, Iraklis Anagnostopoulos, Georgios Zervakis, Jörg Henkel
2022	—	`conf`	Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits. ISQED Konstantinos Balaskas, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
2022	J	`jnl`	Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits. CoRR Konstantinos Balaskas, Georgios Zervakis, Kostas Siozios, Mehdi B. Tahoori, Jörg Henkel
2022	J	`jnl`	Automated Design Approximation to Overcome Circuit Aging. CoRR Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios
2022	J	`jnl`	Variability-Aware Approximate Circuit Synthesis via Genetic Optimization. IEEE Trans. Circuits Syst. I Regul. Pap. Konstantinos Balaskas, Florian Klemme, Georgios Zervakis, Kostas Siozios, Hussam Amrouch, Jörg Henkel
2021	J	`jnl`	Automated Design Approximation to Overcome Circuit Aging. IEEE Trans. Circuits Syst. I Regul. Pap. Konstantinos Balaskas, Georgios Zervakis, Hussam Amrouch, Jörg Henkel, Kostas Siozios
2021	J	`jnl`	Code-free deep learning for multi-modality medical image classification. Nat. Mach. Intell. 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
2021	—	`conf`	Fatigue Detection Using Deep Long Short-Term Memory Autoencoders. MOCAST Konstantinos Balaskas, Kostas Siozios
2019	—	`conf`	A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images. MIUA Abdullah Alfahaid, Tim Morris, Tim Cootes, Pearse A. Keane, Hagar Khalid, Nikolas Pontikos, Panagiotis I. Sergouniotis, Konstantinos Balaskas
2019	—	`conf`	ECG Analysis and Heartbeat Classification Based on Shallow Neural Networks. MOCAST Konstantinos Balaskas, Kostas Siozios
2018	—	`conf`	Feasibility Study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2. COMPAY/OMIA@MICCAI 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