Publications

He, Y. et al. (2022) “GNNRank: learning global rankings from pairwise comparisons via directed graph neural networks”, in Proceedings of the 39th International Conference on Machine Learning. Journal of Machine Learning Research, pp. 8581–8612.

Alfano, C. and Rebeschini, P. (2022) “Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization”, arXiv.

Lu, Y., Reinert, G. and Cucuringu, M. (2022) “Trade co-occurrence, trade flow decomposition, and conditional order imbalance in equity markets.”

Fischer, A. et al. (2022) “Normal approximation for the posterior in exponential families.”

Martin, N. et al. (2022) “A graph based neural network approach to immune profiling of multiplexed tissue samples”, pp. 3063–3067.

Tirumala, D. et al. (2022) “Behavior Priors for Efficient Reinforcement Learning”, Journal of Machine Learning Research, 23.

Nicholson, G. et al. (2022) “Multivariate phenotype analysis enables genome-wide inference of mammalian gene function”, PLOS Biology, 20(8), p. e3001723.

Jersakova, R. et al. (2022) “Bayesian Imputation of COVID-19 Positive Test Counts for Nowcasting Under Reporting Lag”, Journal of the Royal Statistical Society Series C (Applied Statistics), 71(4), pp. 834–860.