Publications

Doherty, A. et al. (2018) “GWAS identifies 14 loci for device-measured physical activity and sleep duration”, Nature Communications, 9.

Chen, J. et al. (2018) “Stochastic expectation maximization with variance reduction”, in Neural Information Processing Systems. Massachusetts Institute of Technology Press.

Xu, X. and Reinert, G. (2018) “Triad-based comparison and signatures of directed networks”, in Studies in Computational Intelligence. Springer, pp. 590–602.

Miscouridou, X., Caron, F. and Teh, Y. (2018) “Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data”, in Advances in Neural Information Processing Systems 31 (NIPS 2018) pre-proceedings. Neural Information Processing Systems Foundation.

Galashov, A. et al. (2018) “Information asymmetry in KL-regularized RL.”

Wang, Z. et al. (2018) “Transcriptome Deconvolution of Heterogeneous Tumor Samples with Immune Infiltration”, iScience, 9, pp. 451–460.

Martínez-Rubio, D., Kanade, V. and Rebeschini, P. (2018) “Decentralized Cooperative Stochastic Bandits”, arXiv.

Richards, D. and Rebeschini, P. (2018) “Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent”, arXiv.

Ospina-Forero, L., Deane, C. and Reinert, G. (2018) “Assessment of model fit via network comparison methods based on subgraph counts”, Journal of Complex Networks, 7(2), pp. 226–253.