| The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models E Kurtic, D Campos, T Nguyen, E Frantar, M Kurtz, B Fineran, M Goin, ... EMNLP 2022, 2022 | 71 | 2022 |
| M-FAC: Efficient Matrix-Free Approximations of Second-Order Information E Frantar, E Kurtic, D Alistarh NeurIPS 2021, 2021 | 41 | 2021 |
| ZipLM: Hardware-Aware Structured Pruning of Language Models E Kurtic, E Frantar, D Alistarh arXiv preprint arXiv:2302.04089, 2023 | 15 | 2023 |
| GMP*: Well-Tuned Global Magnitude Pruning Can Outperform Most BERT-Pruning Methods E Kurtic, D Alistarh arXiv preprint arXiv:2210.06384, 2022 | 10 | 2022 |
| CrAM: A Compression-Aware Minimizer A Peste, A Vladu, E Kurtic, CH Lampert, D Alistarh ICLR 2023, 2022 | 8 | 2022 |
| Sparse Finetuning for Inference Acceleration of Large Language Models E Kurtic, D Kuznedelev, E Frantar, M Goin, D Alistarh arXiv preprint arXiv:2310.06927, 2023 | 6 | 2023 |
| SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks M Nikdan, T Pegolotti, E Iofinova, E Kurtic, D Alistarh ICML 2023, 2023 | 4 | 2023 |
| Accurate Neural Network Pruning Requires Rethinking Sparse Optimization D Kuznedelev, E Kurtic, E Iofinova, E Frantar, A Peste, D Alistarh arXiv preprint arXiv:2308.02060, 2023 | 3 | 2023 |
| SparseProp: efficient sparse backpropagation for faster training of neural networks at the edge M Nikdan, T Pegolotti, E Iofinova, E Kurtic, D Alistarh International Conference on Machine Learning, 26215-26227, 2023 | 3 | 2023 |
| ZipLM: Inference-Aware Structured Pruning of Language Models E Kurtić, E Frantar, D Alistarh Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
| oViT: An Accurate Second-Order Pruning Framework for Vision Transformers D Kuznedelev, E Kurtic, E Frantar, D Alistarh arXiv preprint arXiv:2210.09223, 2022 | 2 | 2022 |
| CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models D Kuznedelev, E Kurtić, E Frantar, D Alistarh Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Implementation of algorithm for detection of single phase fault with electric arc on dsPIC30F4013 microcontroller K Korjenić, E Kurtić, A Akšamović 2018 17th International Symposium INFOTEH-JAHORINA (INFOTEH), 1-6, 2018 | 1 | 2018 |
| How to Prune Your Language Model: Recovering Accuracy on the “Sparsity May Cry” Benchmark E Kurtic, T Hoefler, D Alistarh Conference on Parsimony and Learning, 542-553, 2024 | | 2024 |
| Error Feedback Can Accurately Compress Preconditioners IV Modoranu, A Kalinov, E Kurtic, D Alistarh arXiv preprint arXiv:2306.06098, 2023 | | 2023 |
| Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression D Kuznedelev, S Tabesh, K Noorbakhsh, E Frantar, S Beery, E Kurtic, ... arXiv preprint arXiv:2303.14409, 2023 | | 2023 |
| Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals Z Ajanović, E Aličković, A Branković, S Delalić, E Kurtić, S Malikić, ... arXiv preprint arXiv:2209.03990, 2022 | | 2022 |
| VIZIJA BOSNE I HERCEGOVINE U DOBA UMJETNE INTELIGENCIJE: SVJETSKI TRENDOVI, MOGUĆNOSTI, ODABRANI PRIMJERI I REALISTIČNI CILJEVI Z Ajanović, E Aličković, A Branković, S Delalić, E Kurtić, S Malikić, ... Umjetna inteligencija u Bosni i Hercegovini, 13, 0 | | |
