Some statistical remarks on the derivation of BER in amplified optical communication systems. - Felix Abramovich; Polina Bayvel (IEEE Trans. Commun., 1997)

Optimal Testing in a Fixed-Effects Functional Analysis of Variance Model. - Felix Abramovich; Anestis Antoniadis; Theofanis Sapatinas; Brani Vidakovic (Int. J. Wavelets Multiresolution Inf. Process., 2004)

Model Selection and Minimax Estimation in Generalized Linear Models. - Felix Abramovich; Vadim Grinshtein (IEEE Trans. Inf. Theory, 2016)

Classification with many classes: Challenges and pluses. - Felix Abramovich; Marianna Pensky (J. Multivar. Anal., 2019)

High-Dimensional Classification by Sparse Logistic Regression. - Felix Abramovich; Vadim Grinshtein (IEEE Trans. Inf. Theory, 2019)

Multiclass Classification by Sparse Multinomial Logistic Regression. - Felix Abramovich; Vadim Grinshtein; Tomer Levy (IEEE Trans. Inf. Theory, 2021)

Classification by sparse additive models. - Felix Abramovich (CoRR, 2022)

Statistical learning by sparse deep neural networks. - Felix Abramovich (CoRR, 2023)

Generalization error bounds for multiclass sparse linear classifiers. - Tomer Levy; Felix Abramovich (J. Mach. Learn. Res., 2023)