Yelysei Bondarenko

According to our database, Yelysei Bondarenko authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Low-Rank Quantization-Aware Training for LLMs.

Yelysei Bondarenko, Riccardo Del Chiaro, Markus Nagel

CoRR, 2024

2023

Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing.

Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Overcoming Oscillations in Quantization-Aware Training.

Markus Nagel, Marios Fournarakis, Yelysei Bondarenko, Tijmen Blankevoort

Proceedings of the International Conference on Machine Learning, 2022

2021

A White Paper on Neural Network Quantization.

Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort

CoRR, 2021

Understanding and Overcoming the Challenges of Efficient Transformer Quantization.

Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021