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Page 1
Coding for Large-Scale Distributed Machine Learning.
Xiao M, Skoglund M. Xiao M, et al. Among authors: skoglund m. Entropy (Basel). 2022 Sep 12;24(9):1284. doi: 10.3390/e24091284. Entropy (Basel). 2022. PMID: 36141170 Free PMC article. Review.
Toward Quantum Federated Learning.
Ren C, Yan R, Zhu H, Yu H, Xu M, Shen Y, Xu Y, Xiao M, Dong ZY, Skoglund M, Niyato D, Kwek LC. Ren C, et al. Among authors: skoglund m. IEEE Trans Neural Netw Learn Syst. 2025 May 6;PP. doi: 10.1109/TNNLS.2025.3552643. Online ahead of print. IEEE Trans Neural Netw Learn Syst. 2025. PMID: 40327475
The Convex Information Bottleneck Lagrangian.
Rodríguez Gálvez B, Thobaben R, Skoglund M. Rodríguez Gálvez B, et al. Among authors: skoglund m. Entropy (Basel). 2020 Jan 14;22(1):98. doi: 10.3390/e22010098. Entropy (Basel). 2020. PMID: 33285873 Free PMC article.
SEK: sparsity exploiting k-mer-based estimation of bacterial community composition.
Chatterjee S, Koslicki D, Dong S, Innocenti N, Cheng L, Lan Y, Vehkaperä M, Skoglund M, Rasmussen LK, Aurell E, Corander J. Chatterjee S, et al. Among authors: skoglund m. Bioinformatics. 2014 Sep 1;30(17):2423-31. doi: 10.1093/bioinformatics/btu320. Epub 2014 May 7. Bioinformatics. 2014. PMID: 24812337 Free article.
Secure Source Coding with a Public Helper.
Kittichokechai K, Chia YK, Oechtering TJ, Skoglund M, Weissman T. Kittichokechai K, et al. Among authors: skoglund m. IEEE Trans Inf Theory. 2013;2013:2209-2213. doi: 10.1109/ISIT.2013.6620618. Epub 2013 Oct 8. IEEE Trans Inf Theory. 2013. PMID: 29398720 Free PMC article.