Felix Abramovich

According to our database, Felix Abramovich authored at least 9 papers between 1997 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Generalization error bounds for multiclass sparse linear classifiers.

Tomer Levy, Felix Abramovich

J. Mach. Learn. Res., 2023

Statistical learning by sparse deep neural networks.

Felix Abramovich

CoRR, 2023

2022

Classification by sparse additive models.

Felix Abramovich

CoRR, 2022

2021

Multiclass Classification by Sparse Multinomial Logistic Regression.

Felix Abramovich, Vadim Grinshtein, Tomer Levy

IEEE Trans. Inf. Theory, 2021

2019

High-Dimensional Classification by Sparse Logistic Regression.

Felix Abramovich, Vadim Grinshtein

IEEE Trans. Inf. Theory, 2019

Classification with many classes: Challenges and pluses.

Felix Abramovich, Marianna Pensky

J. Multivar. Anal., 2019

2016

Model Selection and Minimax Estimation in Generalized Linear Models.

Felix Abramovich, Vadim Grinshtein

IEEE Trans. Inf. Theory, 2016

2004

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

1997

Some statistical remarks on the derivation of BER in amplified optical communication systems.

Felix Abramovich, Polina Bayvel

IEEE Trans. Commun., 1997