Publications

[1] Kirichenko A. and Grünwald P. (2020). Minimax rates without the fixed sample size assumption. Preprint.

[2] de Heide R., Kirichenko A., Grünwald P., and Mehta N. (2020). Safe-Bayesian generalized linear regression. To appear in AISTATS 2020.

[3] Kirichenko A. and van Zanten H. (2018). Minimax lower bounds for function estimation on graphs. Electronic Journal of Statistics 12.1 (2018): 651-666.

[4] Kirichenko A. and van Zanten H. (2017). Estimating a smooth function on a large graph by Bayesian Laplacian regularisation. Electronic Journal of Statistics 11.1 (2017): 891-915.

[5] Kirichenko A. and van Zanten H. (2015). Optimality of Poisson processes intensity learning with Gaussian processes. Journal of Machine Learning Research 16 (2015):2909-2919.

[6] Kirichenko A. A. and Nikitin Ya. Yu. (2014). Precise small deviations in L 2 of some Gaussian processes appearing in the regression context. Central European Journal of Mathematics 12(11), 1674-1686.