A test for Archimedeanity in bivariate copula models. - Axel Bücher; Holger Dette; Stanislav Volgushev (J. Multivar. Anal., 2012)

Empirical and sequential empirical copula processes under serial dependence. - Axel Bücher; Stanislav Volgushev (J. Multivar. Anal., 2013)

Model assessment for time series dynamics using copula spectral densities: A graphical tool. - Stefan Birr; Tobias Kley; Stanislav Volgushev (J. Multivar. Anal., 2019)

On second order conditions in the multivariate block maxima and peak over threshold method. - Axel Bücher; Stanislav Volgushev; Nan Zou (J. Multivar. Anal., 2019)

An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias. - Lu Yu; Krishnakumar Balasubramanian 002; Stanislav Volgushev; Murat A. Erdogdu (NeurIPS, 2021)

Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance. - Nuri Mert Vural; Lu Yu; Krishnakumar Balasubramanian 002; Stanislav Volgushev; Murat A. Erdogdu (COLT, 2022)

Universality of Benign Overfitting in Binary Linear Classification. - Ichiro Hashimoto; Stanislav Volgushev; Piotr Zwiernik (CoRR, 2025)