Felix Abramovich

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2023 J jnl
Generalization error bounds for multiclass sparse linear classifiers.
J. Mach. Learn. Res.
Tomer Levy, Felix Abramovich
2023 J jnl
Statistical learning by sparse deep neural networks.
CoRR
Felix Abramovich
2022 J jnl
Classification by sparse additive models.
CoRR
Felix Abramovich
2022 J jnl
Generalization Error Bounds for Multiclass Sparse Linear Classifiers.
CoRR
Tomer Levy, Felix Abramovich
2021 J jnl
Multiclass Classification by Sparse Multinomial Logistic Regression.
IEEE Trans. Inf. Theory
Felix Abramovich, Vadim Grinshtein, Tomer Levy
2020 J jnl
Multiclass classification by sparse multinomial logistic regression.
CoRR
Felix Abramovich, Vadim Grinshtein, Tomer Levy
2019 J jnl
Classification with many classes: Challenges and pluses.
J. Multivar. Anal.
Felix Abramovich, Marianna Pensky
2019 J jnl
High-Dimensional Classification by Sparse Logistic Regression.
IEEE Trans. Inf. Theory
Felix Abramovich, Vadim Grinshtein
2016 J jnl
Model Selection and Minimax Estimation in Generalized Linear Models.
IEEE Trans. Inf. Theory
Felix Abramovich, Vadim Grinshtein
2004 J jnl
Optimal Testing in a Fixed-Effects Functional Analysis of Variance Model.
Int. J. Wavelets Multiresolution Inf. Process.
Felix Abramovich, Anestis Antoniadis, Theofanis Sapatinas, Brani Vidakovic
1997 J jnl
Some statistical remarks on the derivation of BER in amplified optical communication systems.
IEEE Trans. Commun.
Felix Abramovich, Polina Bayvel