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2021 | Journal Article | IST-REx-ID: 9571 |

NUQSGD: Provably communication-efficient data-parallel SGD via nonuniform quantization
A. Ramezani-Kebrya, F. Faghri, I. Markov, V. Aksenov, D.-A. Alistarh, D.M. Roy, Journal of Machine Learning Research 22 (2021) 1−43.

[Published Version] View | Files available | Download Published Version (ext.) | arXiv

2021 | Journal Article | IST-REx-ID: 8544 |

GluD2- and Cbln1-mediated competitive synaptogenesis shapes the dendritic arbors of cerebellar Purkinje cells
Y.H. Takeo, S.A. Shuster, L. Jiang, M. Hu, D.J. Luginbuhl, T. Rülicke, X. Contreras, S. Hippenmeyer, M.J. Wagner, S. Ganguli, L. Luo, Neuron 109 (2021) P629–644.E8.

[Preprint] View | DOI | Download Preprint (ext.)

2021 | Preprint | IST-REx-ID: 9791 |

The effective mass problem for the Landau-Pekar equations
D. Feliciangeli, S.A.E. Rademacher, R. Seiringer, ArXiv (n.d.).

[Preprint] View | Files available | Download Preprint (ext.) | arXiv

2021 | Journal Article | IST-REx-ID: 7553 |

Statistical analysis and optimality of neural systems
W.F. Mlynarski, M. Hledik, T.R. Sokolowski, G. Tkačik, Neuron 109 (2021) 1227–1241.e5.

[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS

2021 | Conference Paper | IST-REx-ID: 10598 |

Approximate message passing with spectral initialization for generalized linear models
M. Mondelli, R. Venkataramanan, in:, A. Banerjee, K. Fukumizu (Eds.), Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2021, pp. 397–405.

[Preprint] View | Files available | Download Preprint (ext.) | arXiv