Marios Fournarakis

13 papers A* 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mixed-Precision Quantization for Language Models: Techniques and Prospects. CoRR Mariam Rakka, Marios Fournarakis, Olga Krestinskaya, Jinane Bazzi, Khaled N. Salama, Fadi J. Kurdahi, Ahmed M. Eltawil, Mohammed E. Fouda
2023	—	`conf`	QBitOpt: Fast and Accurate Bitwidth Reallocation during Training. ICCV (Workshops) Jorn Peters, Marios Fournarakis, Markus Nagel, Mart van Baalen, Tijmen Blankevoort
2023	J	`jnl`	QBitOpt: Fast and Accurate Bitwidth Reallocation during Training. CoRR Jorn Peters, Marios Fournarakis, Markus Nagel, Mart van Baalen, Tijmen Blankevoort
2023	J	`jnl`	Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices. Trans. Mach. Learn. Res. Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel
2023	—	`conf`	Softmax Bias Correction for Quantized Generative Models. ICCV (Workshops) Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel
2023	J	`jnl`	Softmax Bias Correction for Quantized Generative Models. CoRR Nilesh Prasad Pandey, Marios Fournarakis, Chirag Patel, Markus Nagel
2022	J	`jnl`	Neural Network Quantization with AI Model Efficiency Toolkit (AIMET). CoRR Sangeetha Siddegowda, Marios Fournarakis, Markus Nagel, Tijmen Blankevoort, Chirag Patel, Abhijit Khobare
2022	A*	`conf`	Overcoming Oscillations in Quantization-Aware Training. ICML Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort
2022	J	`jnl`	Overcoming Oscillations in Quantization-Aware Training. CoRR Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort
2022	J	`jnl`	Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices. CoRR Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel
2021	J	`jnl`	A White Paper on Neural Network Quantization. CoRR Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort
2021	—	`conf`	In-Hindsight Quantization Range Estimation for Quantized Training. CVPR Workshops Marios Fournarakis, Markus Nagel
2021	J	`jnl`	In-Hindsight Quantization Range Estimation for Quantized Training. CoRR Marios Fournarakis, Markus Nagel