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4 Publications
2020 | Conference Paper | IST-REx-ID: 9632 | 
Singh, S. P., & Alistarh, D.-A. (2020). WoodFisher: Efficient second-order approximation for neural network compression. In Advances in Neural Information Processing Systems (Vol. 33, pp. 18098–18109). Vancouver, Canada: Curran Associates.
[Published Version]
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| arXiv
2020 | Conference Paper | IST-REx-ID: 9631 |
Aksenov, V., Alistarh, D.-A., & Korhonen, J. (2020). Scalable belief propagation via relaxed scheduling. In Advances in Neural Information Processing Systems (Vol. 33, pp. 22361–22372). Vancouver, Canada: Curran Associates.
[Published Version]
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| arXiv
2017 | Conference Paper | IST-REx-ID: 8129 |
Costa, R. P., Assael, Y. M., Shillingford, B., Freitas, N. de, & Vogels, T. P. (2017). Cortical microcircuits as gated-recurrent neural networks. In Advances in Neural Information Processing Systems (Vol. 30, pp. 272–283). Long Beach, CA, United States: Neural Information Processing Systems Foundation.
[Preprint]
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| arXiv
2017 | Conference Paper | IST-REx-ID: 431 |
Alistarh, D.-A., Grubic, D., Li, J., Tomioka, R., & Vojnović, M. (2017). QSGD: Communication-efficient SGD via gradient quantization and encoding (Vol. 2017, pp. 1710–1721). Presented at the NIPS: Neural Information Processing System, Long Beach, CA, United States: Neural Information Processing Systems Foundation.
[Submitted Version]
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| arXiv