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eladhoffer authored Mar 13, 2024
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| [Accelerated sparse neural training: A provable and efficient method to find n: m transposable masks](https://proceedings.neurips.cc/paper_files/paper/2021/hash/b0490b85e92b64dbb5db76bf8fca6a82-Abstract.html) | [**Itay Hubara**](https://www.linkedin.com/in/itay-hubara-57739b29/), [**Brian Chmiel**](https://www.linkedin.com/in/brian-chmiel-89653893/), **Moshe Island**, [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), Joseph Naor, Daniel Soudry |NeurIPS | 2021 |
| [CAT: Compression-Aware Training for bandwidth reduction](https://www.jmlr.org/papers/v22/20-1374.html) | Chaim Baskin, [**Brian Chmiel**](https://www.linkedin.com/in/brian-chmiel-89653893/), Evgenii Zheltonozhskii, [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), Alex M. Bronstein, Avi Mendelson |JMLR | 2021 |
| [Energy awareness in low precision neural networks](https://arxiv.org/abs/2006.08173) | **Nurit Spingarn Eliezer**, [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), [**Elad Hoffer**](http://www.DeepLearning.co.il), **Hilla Ben-Yaakov**, Tomer Michaeli |Preprint | 2022 |
| [Accurate neural training with 4-bit matrix multiplications at standard formats](https://openreview.net/pdf?id=yTbNYYcopd) | [**Brian Chmiel**](https://www.linkedin.com/in/brian-chmiel-89653893/), [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), [**Elad Hoffer**](http://www.DeepLearning.co.il), **Hilla Ben Yaacov**, Daniel Soudry |ICLR | 2023 |
| [Power Awareness in Low Precision Neural Networks](https://link.springer.com/chapter/10.1007/978-3-031-25082-8_5) | **Nurit Spingarn Eliezer**, [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), [**Elad Hoffer**](http://www.DeepLearning.co.il), **Hilla Ben-Yaakov**, Tomer Michaeli |ECCV Workshop | 2022 |
| [ON RECOVERABILITY OF GRAPH NEURAL NETWORK REPRESENTATIONS](https://openreview.net/forum?id=BcU49V-1pec) | **Maxim Fishman**, Chaim Baskin, Evgenii Zheltonozhskii, [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), Avi Mendelson |ICLR GTRL Workshop | 2022 |
| [Minimum variance unbiased n: M sparsity for the neural gradients](https://openreview.net/pdf?id=vuD2xEtxZcj) | [**Brian Chmiel**](https://www.linkedin.com/in/brian-chmiel-89653893/), [**Itay Hubara**](https://www.linkedin.com/in/itay-hubara-57739b29/), [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), Daniel Soudry |ICLR (Spotlight) | 2023 |
| [Accurate neural training with 4-bit matrix multiplications at standard formats](https://openreview.net/pdf?id=yTbNYYcopd) | [**Brian Chmiel**](https://www.linkedin.com/in/brian-chmiel-89653893/), [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), [**Elad Hoffer**](http://www.DeepLearning.co.il), **Hilla Ben Yaacov**, Daniel Soudry |ICLR | 2023 |
| [DropCompute: simple and more robust distributed synchronous training via compute variance reduction](https://proceedings.neurips.cc/paper_files/paper/2023/file/972cd27c994a806e187ef1c2f5254059-Paper-Conference.pdf) | **Niv Giladi**, **Shahar Gottlieb**, **Asaf Karnieli**, [**Ron Banner**](https://www.linkedin.com/in/ron-banner-69403a51/), [**Elad Hoffer**](http://www.DeepLearning.co.il), Kfir Y Levy, Daniel Soudry |NeurIPS | 2023 |

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