Ivan Chelombiev

According to our database, Ivan Chelombiev authored at least 4 papers between 2019 and 2024.

Collaborative distances:

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

2024

SparQ Attention: Bandwidth-Efficient LLM Inference.

Luka Ribar, Ivan Chelombiev, Luke Hudlass-Galley, Charlie Blake, Carlo Luschi, Douglas Orr

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2021

Towards Structured Dynamic Sparse Pre-Training of BERT.

Anastasia Dietrich, Frithjof Gressmann, Douglas Orr, Ivan Chelombiev, Daniel Justus, Carlo Luschi

CoRR, 2021

GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures.

Ivan Chelombiev, Daniel Justus, Douglas Orr, Anastasia Dietrich, Frithjof Gressmann, Alexandros Koliousis, Carlo Luschi

CoRR, 2021

2019

Adaptive Estimators Show Information Compression in Deep Neural Networks.

Ivan Chelombiev, Conor J. Houghton, Cian O'Donnell

Proceedings of the 7th International Conference on Learning Representations, 2019