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Ivan Chelombiev
Ivan Chelombiev
Graphcore
Verified email at graphcore.ai - Homepage
Title
Cited by
Cited by
Year
Adaptive Estimators Show Information Compression in Deep Neural Networks
I Chelombiev, C Houghton, C O'Donnell
International Conference on Learning Representations (ICLR) 2019, 2019
472019
Towards structured dynamic sparse pre-training of bert
A Dietrich, F Gressmann, D Orr, I Chelombiev, D Justus, C Luschi
arXiv preprint arXiv:2108.06277, 2021
92021
Groupbert: Enhanced transformer architecture with efficient grouped structures
I Chelombiev, D Justus, D Orr, A Dietrich, F Gressmann, A Koliousis, ...
arXiv preprint arXiv:2106.05822, 2021
52021
Adaptive estimators show information compression in deep neural networks. arXiv 2019
I Chelombiev, C Houghton, C O’Donnell
arXiv preprint arXiv:1902.09037, 0
5
SparQ Attention: Bandwidth-Efficient LLM Inference
L Ribar, I Chelombiev, L Hudlass-Galley, C Blake, C Luschi, D Orr
arXiv preprint arXiv:2312.04985, 2023
12023
Dynamic Sparse Pre-Training of BERT
ASD Dietrich, F Gressmann, D Orr, I Chelombiev, D Justus, C Luschi
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Articles 1–6