Items where Author is "Grubic, Demjan"

Book Section

Alistarh, Dan, Grubic, Demjan, Liu, Jerry, Tomioka, Ryota and Vojnovic, Milan (2017) Communication-efficient stochastic gradient descent, with applications to neural networks. In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. and Garnett, R., (eds.) Advances in Neural Information Processing Systems 30. Curran Associates, Inc., Long Beach, CA, pp. 1707-1718.

Monograph

Alistarh, Dan, Grubic, Demjan, Li, Jerry Z., Tomioka, Ryota and Vojnovic, Milan (2017) QSGD: communication-efficient SGD via gradient quantization and encoding. . arXiv.