Eldar Kurtic
- Papers
- 11
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Authored papers
11DarwinLM: Evolutionary Structured Pruning of Large Language Models
arXiv 2025
Panza: Design and Analysis of a Fully-Local Personalized Text Writing Assistant
arXiv 2024
EvoPress: Towards Optimal Dynamic Model Compression via Evolutionary Search
arXiv 2024
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
arXiv 2024
ZipLM: Inference-Aware Structured Pruning of Language Models
ziplm-inference-aware-structured-pruning-of
Sparse Fine-tuning for Inference Acceleration of Large Language Models
arXiv 2023
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks
arXiv 2023
Error Feedback Can Accurately Compress Preconditioners
arXiv 2023
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models
arXiv 2022
CrAM: A Compression-Aware Minimizer
arXiv 2022
M-FAC: Efficient Matrix-Free Approximations of Second-Order Information
NeurIPS 2021 12
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